{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":504,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":504,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"edd21f6c3892","filters":{"topic":"Drug Solubulity and Delivery Systems"}},"results":[{"id":"W1590254871","doi":"10.1023/a:1007516718048","title":"What is the True Solubility Advantage for Amorphous Pharmaceuticals?","year":2000,"lang":"en","type":"article","venue":"Pharmaceutical Research","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1337,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Merck Canada Inc. (Canada)","funders":"Merck Canada; University of Connecticut","keywords":"Solubility; Amorphous solid; Differential scanning calorimetry; Dissolution; Materials science; Supercooling; Thermodynamics; Glass transition; Hildebrand solubility parameter; Chemistry; Organic chemistry; Polymer; Physics","authors":[{"name":"Bruno C. Hancock","is_ca":false},{"name":"Michael Parks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4596834645305818,"gpt":0.6058326114622805,"spread":0.1461491469316987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016601,0.000397885,0.001311603,0.0004821945,0.0005165664,0.002848594,0.0007349188,0.002092252,0.004148875],"category_scores_gemma":[0.00443289,0.0003663232,0.0005692607,0.0003761913,0.002235576,0.00677659,0.001095499,0.001772346,0.001575522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006338363,"about_ca_system_score_gemma":0.0008163214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004515802,"about_ca_topic_score_gemma":0.0003820664,"domain_scores_codex":[0.9989266,0.0001773273,0.00005712543,0.0002179751,0.0004713519,0.0001495949],"domain_scores_gemma":[0.9972754,0.001542742,0.00044895,0.0001943693,0.0003665992,0.0001718886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001331124,0.0003514518,0.007641241,0.005409413,0.0004313332,0.004287924,0.0006902171,0.002151871,0.4462733,0.1691504,0.02372428,0.3385575],"study_design_scores_gemma":[0.0002628629,0.001711229,0.01342804,0.000726373,0.0004117487,0.01763796,0.002017983,0.006128246,0.3498822,0.3949945,0.212556,0.0002428027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4025733,0.3310371,0.05062169,0.1395987,0.0042876,0.0001126367,0.00107571,0.000610067,0.07008329],"genre_scores_gemma":[0.8822303,0.08615074,0.009715923,0.009276805,0.005107209,0.00007397633,0.0003393958,0.0001892947,0.006916319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004148875,"threshold_uncertainty_score":0.01387936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101171473","doi":"10.1016/s0939-6411(00)00091-6","title":"Modern bioavailability, bioequivalence and biopharmaceutics classification system. New scientific approaches to international regulatory standards","year":2000,"lang":"en","type":"review","venue":"European Journal of Pharmaceutics and Biopharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":726,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Biopharmaceutics; Bioequivalence; Biopharmaceutics Classification System; Biopharmaceutical; Drug; Bioavailability; Pharmacology; Food and drug administration; Risk analysis (engineering); Regulatory science; Management science; Biochemical engineering; Computer science; Business; Medicine; Chemistry; Engineering; Biotechnology; Biology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.5083014714715853,"gpt":0.4642318099991208,"spread":0.04406966147246455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004344265,0.001052857,0.002108397,0.005848577,0.0005117793,0.001857436,0.002126452,0.001673321,0.002881418],"category_scores_gemma":[0.004271373,0.0003592991,0.0007334205,0.004437509,0.002211515,0.002607505,0.000920917,0.003072886,0.002876258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002889891,"about_ca_system_score_gemma":0.004633024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003745863,"about_ca_topic_score_gemma":0.002830186,"domain_scores_codex":[0.9972313,0.0006535609,0.0004212153,0.0003375945,0.001265847,0.00009055126],"domain_scores_gemma":[0.9977375,0.0008104182,0.0004146714,0.0001143135,0.0008346307,0.00008854278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008277363,0.0001280022,0.0004087396,0.003711811,0.00004756491,0.0001450264,0.0001480279,0.0007935885,0.002766772,0.03862811,0.03929079,0.9138489],"study_design_scores_gemma":[0.00003265059,0.0001833289,0.002856282,0.001957108,0.00007671621,0.001478796,0.0001577427,0.0009299905,0.001340401,0.02447297,0.9664693,0.00004464425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001346225,0.9628065,0.01208884,0.005090917,0.002331472,0.0001244443,0.0002672397,0.0001219922,0.0158224],"genre_scores_gemma":[0.01836204,0.925227,0.0326455,0.005050691,0.002932019,0.0003878793,0.001266194,0.00004660006,0.01408204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005848577,"threshold_uncertainty_score":0.02297497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988208849","doi":"10.1155/2013/848043","title":"Formulation Strategies to Improve the Bioavailability of Poorly Absorbed Drugs with Special Emphasis on Self-Emulsifying Systems","year":2013,"lang":"en","type":"review","venue":"ISRN Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":374,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Laurentian University","funders":"","keywords":"Biopharmaceutical; Bioavailability; Drug delivery; Drug; Granulation; Dosage form; Biochemical engineering; Nanotechnology; Absorption (acoustics); Materials science; Chemistry; Computer science; Chromatography; Pharmacology; Biotechnology; Medicine; Engineering","authors":[{"name":"Shweta Gupta","is_ca":false},{"name":"Rajesh Kesarla","is_ca":false},{"name":"Abdelwahab Omri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1709830794141438,"gpt":0.4593512927742598,"spread":0.288368213360116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004862781,0.0006419693,0.0006755766,0.001011251,0.0002087242,0.0006875064,0.0004004899,0.0006407449,0.001638358],"category_scores_gemma":[0.0003069086,0.0002550183,0.0005799013,0.000593782,0.0002666126,0.001039276,0.0004503956,0.001202237,0.0008739791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000430971,"about_ca_system_score_gemma":0.0003785991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004111207,"about_ca_topic_score_gemma":0.0005437427,"domain_scores_codex":[0.9997479,0.00003640103,0.00002820924,0.0000550139,0.0001038107,0.00002864011],"domain_scores_gemma":[0.9998901,0.000025102,0.00003933047,0.000006695906,0.00003038826,0.000008334176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009976414,0.0002263086,0.0002761331,0.00441371,0.00009238042,0.0004020994,0.0001270754,0.0008833351,0.7983828,0.004795004,0.001973522,0.1883279],"study_design_scores_gemma":[0.00006913935,0.001747861,0.00205104,0.0005593883,0.0003528645,0.001689272,0.0001047734,0.003824763,0.7051149,0.001192447,0.2832386,0.00005488947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1515286,0.6803476,0.1346444,0.00228628,0.001348325,0.001061167,0.0003238475,0.000754062,0.02770574],"genre_scores_gemma":[0.310003,0.5298219,0.1379824,0.002026768,0.0007532724,0.0006668614,0.0005172763,0.0001834968,0.01804509],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001638358,"threshold_uncertainty_score":0.005480826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112281258","doi":"10.1208/pt040107","title":"FIP/AAPS guidelines to dissolution/in vitro release testing of novel/special dosage forms","year":2003,"lang":"en","type":"article","venue":"AAPS PharmSciTech","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":370,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Canada","funders":"","keywords":"Gray (unit); Management; Corporation; Art history; Library science; Humanities; Art; Medicine; Political science; Law; Nuclear medicine; Computer science","authors":[{"name":"Martin Siewert","is_ca":false},{"name":"Jennifer Dressman","is_ca":false},{"name":"Cynthia K. Brown","is_ca":false},{"name":"Vinod P. Shah","is_ca":false},{"name":"Jean-Marc Aiache","is_ca":false},{"name":"Nobuo Aoyagi","is_ca":false},{"name":"Dennis Bashaw","is_ca":false},{"name":"William E. Brown","is_ca":false},{"name":"Diane J. Burgess","is_ca":false},{"name":"John R. Crison","is_ca":false},{"name":"Patrick P. DeLuca","is_ca":false},{"name":"R. A. Djerki","is_ca":false},{"name":"Thomas S. Foster","is_ca":false},{"name":"Kirsti Gjellan","is_ca":false},{"name":"Vivian A. Gray","is_ca":false},{"name":"Ajaz Hussain","is_ca":false},{"name":"Tom Ingallinera","is_ca":false},{"name":"James Klancke","is_ca":false},{"name":"Johannes Kraemer","is_ca":false},{"name":"Henning Gjelstrup Kristensen","is_ca":false},{"name":"Kofi Kumi","is_ca":false},{"name":"C Leuner","is_ca":false},{"name":"Jobst Limberg","is_ca":false},{"name":"Petra Loos","is_ca":false},{"name":"Lenny Margulis","is_ca":false},{"name":"Patrick Marroum","is_ca":false},{"name":"Helga Moeller","is_ca":false},{"name":"Bernd W. Mueller","is_ca":false},{"name":"Martin Mueller‐Zsigmondy","is_ca":false},{"name":"Ngozi Okafo","is_ca":false},{"name":"Larry Ouderkirk","is_ca":false},{"name":"Shravan Parsi","is_ca":false},{"name":"Saeed A. Qureshi","is_ca":true},{"name":"Joseph R. Robinson","is_ca":false},{"name":"Vinod Shah","is_ca":false},{"name":"Ramana Uppoor","is_ca":false},{"name":"Roger Williams","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2134790074663514,"gpt":0.4438465494180014,"spread":0.23036754195165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009761731,0.002635437,0.001464975,0.007967097,0.003495744,0.002317894,0.005180042,0.006369724,0.01268214],"category_scores_gemma":[0.01602572,0.002058057,0.00312642,0.003393032,0.001885026,0.00156552,0.001945081,0.004382029,0.01999576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001468613,"about_ca_system_score_gemma":0.005649519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01294909,"about_ca_topic_score_gemma":0.02433789,"domain_scores_codex":[0.9816378,0.004670939,0.002952925,0.0005690625,0.009407558,0.0007618701],"domain_scores_gemma":[0.9811642,0.004295616,0.001608721,0.002142899,0.01046759,0.0003210076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008737217,0.001247416,0.001369723,0.005082543,0.0001294275,0.002043535,0.001195312,0.003365326,0.3384487,0.01207567,0.2964106,0.3377579],"study_design_scores_gemma":[0.0001160371,0.0004886279,0.004491574,0.001837905,0.0001535592,0.00276811,0.0003201969,0.002404897,0.1623574,0.003854297,0.8210813,0.0001262917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0500003,0.0571916,0.4725693,0.02255907,0.007486507,0.01054444,0.02446018,0.01122057,0.343968],"genre_scores_gemma":[0.08396693,0.0418158,0.643738,0.00827202,0.001841679,0.0116129,0.01959572,0.002824667,0.1863323],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01294909,"threshold_uncertainty_score":0.05162561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1556912674","doi":"10.18433/j3d59t","title":"Kinetic Analysis of Drug Release From Nanoparticles","year":2008,"lang":"en","type":"article","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":334,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Research Center for Pharmaceutical Nanotechnology; University of Tabriz; Tabriz University of Medical Sciences","keywords":"Drug; Chemistry; Pharmacology; Nanoparticle; Nanotechnology; Medicine; Materials science","authors":[{"name":"Mohammad Barzegar-Jalali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1991667950419383,"gpt":0.463038869751806,"spread":0.2638720747098677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000172,0.0007304079,0.0006649471,0.0004411087,0.0001336328,0.0004136233,0.000614761,0.0005868023,0.000567654],"category_scores_gemma":[0.001707994,0.0002436648,0.001017502,0.0004151365,0.0002909648,0.0008277462,0.0002249155,0.0004742904,0.0003695258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008154053,"about_ca_system_score_gemma":0.0004049979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664575,"about_ca_topic_score_gemma":0.0009603099,"domain_scores_codex":[0.9993811,0.00009026053,0.0000637999,0.0001718482,0.0002551936,0.00003773946],"domain_scores_gemma":[0.9994935,0.0002047083,0.000126747,0.0000708205,0.00009474191,0.000009443354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008813248,0.0002040404,0.007646515,0.001162626,0.0002105186,0.0003110444,0.000152489,0.1660597,0.7777602,0.002082824,0.000289574,0.04323902],"study_design_scores_gemma":[0.00002983315,0.0008202113,0.006124048,0.00002395677,0.00009275807,0.0005409976,0.00003168087,0.4820676,0.5075778,0.0007321546,0.00190658,0.00005239747],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6993009,0.003329303,0.2936497,0.0001540918,0.00004301543,0.0002042747,0.0007204889,0.0006732859,0.001924745],"genre_scores_gemma":[0.9596996,0.001817838,0.03658827,0.00003046905,0.000008278852,0.0001466933,0.0004743801,0.00004588722,0.001188566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001664575,"threshold_uncertainty_score":0.005916238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976467447","doi":"10.1016/j.addr.2004.08.011","title":"New oral delivery systems for treatment of inflammatory bowel disease","year":2004,"lang":"en","type":"review","venue":"Advanced Drug Delivery Reviews","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":305,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Prodrug; Drug delivery; Medicine; Inflammatory bowel disease; Drug; Targeted drug delivery; Pharmacology; Oral administration; Gastrointestinal tract; Dosage form; Disease; Chemistry; Internal medicine","authors":[{"name":"David R. Friend","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1593962707939968,"gpt":0.4426265222695211,"spread":0.2832302514755243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004077002,0.0009190851,0.001746429,0.002347606,0.0002880311,0.0007196373,0.0007009058,0.0007950606,0.004194125],"category_scores_gemma":[0.000269484,0.0003210121,0.0005921859,0.00157364,0.0003686905,0.0009497956,0.0005511036,0.001474543,0.002720138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003304093,"about_ca_system_score_gemma":0.0005129197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008587893,"about_ca_topic_score_gemma":0.001737971,"domain_scores_codex":[0.9998264,0.00002167065,0.00001821364,0.0000251232,0.00008668972,0.00002202789],"domain_scores_gemma":[0.9998872,0.00003731085,0.00002801808,0.000004839984,0.00003084929,0.00001172427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000126683,0.0002028954,0.00009339605,0.007557364,0.00006096861,0.00031604,0.00005323526,0.0003840687,0.01912764,0.00168409,0.009189535,0.961204],"study_design_scores_gemma":[0.0001258755,0.0006099457,0.00112771,0.001574256,0.0002116916,0.002760728,0.00005877404,0.000296986,0.009279409,0.001071705,0.9828469,0.00003600272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008942006,0.9955003,0.00128879,0.0001369138,0.0002272652,0.0000288206,0.00003453637,0.00002994986,0.001859238],"genre_scores_gemma":[0.002691016,0.991038,0.002087638,0.0001809965,0.0001930987,0.0000371406,0.00009025412,0.00000669888,0.003675232],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004194125,"threshold_uncertainty_score":0.01403069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040521258","doi":"10.1016/j.ijpharm.2006.10.001","title":"Current perspectives in dissolution testing of conventional and novel dosage forms","year":2006,"lang":"en","type":"review","venue":"International Journal of Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":276,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Dissolution; Dosage form; Dissolution testing; Biochemical engineering; Pharmacology; Chemistry; Computer science; Chromatography; Medicine; Engineering; Organic chemistry; Biopharmaceutics Classification System","authors":[{"name":"Shirzad Azarmi","is_ca":true},{"name":"Wilson Roa","is_ca":true},{"name":"Raimar Löbenberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3272449230811819,"gpt":0.5329061565922194,"spread":0.2056612335110375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00378706,0.001845305,0.003483456,0.003776635,0.0004320603,0.002761575,0.002483819,0.002687719,0.00439963],"category_scores_gemma":[0.002591112,0.0008088471,0.001297377,0.003734943,0.001577997,0.004166359,0.001021188,0.002257912,0.003637258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009551707,"about_ca_system_score_gemma":0.001481698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702518,"about_ca_topic_score_gemma":0.002599416,"domain_scores_codex":[0.9982875,0.0002311291,0.000200335,0.0003260789,0.0008711897,0.00008377826],"domain_scores_gemma":[0.9968829,0.001656169,0.0004022722,0.000105713,0.0008297542,0.0001232089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002316421,0.0002813872,0.0005055165,0.0143803,0.00008057983,0.0004622668,0.0001231875,0.0007268505,0.01966609,0.002502148,0.006458617,0.9545814],"study_design_scores_gemma":[0.0001178582,0.001418629,0.003317485,0.004148379,0.0004199434,0.007202528,0.0004500144,0.001385316,0.02760866,0.005474832,0.9483048,0.000151579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005421013,0.9967734,0.001285076,0.0003077586,0.0001141635,0.000009400032,0.00002473906,0.00001506422,0.0009282888],"genre_scores_gemma":[0.003081489,0.9931452,0.002050839,0.0002556848,0.0002665122,0.00001612714,0.00006908248,0.00000624813,0.001108861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00439963,"threshold_uncertainty_score":0.02002811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170973317","doi":"10.18433/j3k308","title":"Nanosponges: A Novel Class of Drug Delivery System - Review","year":2012,"lang":"en","type":"review","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":271,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Drug; Drug delivery; Nanotechnology; Solubility; Chemistry; Biochemical engineering; Pharmacology; Materials science; Biology; Engineering; Organic chemistry","authors":[{"name":"Subramanian Selvamuthukumar","is_ca":false},{"name":"Anandam Singireddy","is_ca":false},{"name":"Kannan Krishnamoorthy","is_ca":false},{"name":"Rajappan Manavalan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.368414741140338,"gpt":0.5202212900120226,"spread":0.1518065488716846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002486949,0.001047805,0.001150077,0.002322736,0.0003205586,0.0007827716,0.0007874296,0.0008805568,0.00429152],"category_scores_gemma":[0.0002209526,0.0003000585,0.0004082067,0.001806348,0.0004215462,0.001496541,0.00054981,0.001409935,0.003775396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004195335,"about_ca_system_score_gemma":0.0005434743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005956892,"about_ca_topic_score_gemma":0.0009419831,"domain_scores_codex":[0.9998524,0.00001440643,0.00001658452,0.00003481548,0.00006709119,0.00001470813],"domain_scores_gemma":[0.999897,0.00003415762,0.00002210705,0.000003891178,0.00002803436,0.00001492475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005864132,0.0001749386,0.0001412187,0.0155319,0.00005956148,0.0003728906,0.00007564011,0.0005460931,0.01858191,0.004931143,0.02234376,0.9371823],"study_design_scores_gemma":[0.00001618413,0.0001631128,0.0003424439,0.0008075496,0.00004721925,0.001966466,0.00003594019,0.0001876643,0.005242392,0.0008846777,0.9902855,0.00002096483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000767583,0.9943288,0.001050634,0.0002088497,0.0004034273,0.00003604408,0.00004822532,0.00003483764,0.003121672],"genre_scores_gemma":[0.003328964,0.9909861,0.001304025,0.0002149395,0.0002626223,0.00004352264,0.0001037986,0.000005972324,0.003750083],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00429152,"threshold_uncertainty_score":0.01435661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162654093","doi":"10.1002/jps.20444","title":"Biowaiver Monographs for Immediate Release Solid Oral Dosage Forms: Ibuprofen**This paper reflects the scientific opinion of the authors and not the policies of regulating agencies.","year":2005,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":235,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Biopharmaceutics Classification System; Ibuprofen; Biopharmaceutics; Bioequivalence; Dissolution testing; Dosage form; Drug; Pharmacology; Immediate release; Excipient; Pharmacokinetics; Dissolution; Chemistry; Active ingredient; Therapeutic index; Chromatography; Medicine; In vitro; Organic chemistry; Biochemistry; Biological activity","authors":[{"name":"Henrike Potthast","is_ca":false},{"name":"Jennifer Dressman","is_ca":false},{"name":"Hans E. Junginger","is_ca":false},{"name":"K.K. Midha","is_ca":true},{"name":"Helga Oeser","is_ca":false},{"name":"Vinod P. Shah","is_ca":false},{"name":"H. Vogelpoel","is_ca":false},{"name":"D.M. Barends","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.209679912994524,"gpt":0.4816046874148638,"spread":0.2719247744203398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002034746,0.001040442,0.0005191611,0.003025717,0.001059814,0.001329817,0.00122659,0.002850945,0.02078738],"category_scores_gemma":[0.003135549,0.0004692761,0.0003559093,0.001587862,0.0006433738,0.001004505,0.000633069,0.002380256,0.01770522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007421616,"about_ca_system_score_gemma":0.002485171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00337959,"about_ca_topic_score_gemma":0.009305492,"domain_scores_codex":[0.9986514,0.0002647213,0.0002085182,0.00008990275,0.0007099746,0.00007534075],"domain_scores_gemma":[0.9957081,0.001109069,0.001018764,0.0003105159,0.001636337,0.0002171123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002884171,0.0003031333,0.0005226415,0.001346516,0.00001597973,0.000381042,0.0001960605,0.000384754,0.02888562,0.006623937,0.598094,0.3629579],"study_design_scores_gemma":[0.00001069593,0.0001312986,0.001095638,0.0001497317,0.000008576429,0.0002200613,0.00001524649,0.000108609,0.003571337,0.0004134872,0.9942655,0.00000975447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02219149,0.1569637,0.03564952,0.07044185,0.03607468,0.002314316,0.008699783,0.003859491,0.6638052],"genre_scores_gemma":[0.03722594,0.05411848,0.01180059,0.01541694,0.01147054,0.0008605659,0.003677239,0.0006518126,0.8647779],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02078738,"threshold_uncertainty_score":0.06954074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983612337","doi":"10.1208/s12249-013-0036-0","title":"The Effect of Moisture on the Flowability of Pharmaceutical Excipients","year":2013,"lang":"en","type":"article","venue":"AAPS PharmSciTech","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":225,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microcrystalline cellulose; Materials science; Water content; Carboxymethyl cellulose; Lubricant; Moisture; Starch; Composite material; Chemical engineering; Food science; Chemistry; Cellulose; Organic chemistry","authors":[{"name":"Allison Crouter","is_ca":true},{"name":"Lauren Briens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06635836512794124,"gpt":0.4085372870469199,"spread":0.3421789219189787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004309449,0.0003226401,0.0002005864,0.0002297497,0.000225183,0.000311082,0.0002254961,0.0004148073,0.002551784],"category_scores_gemma":[0.00140485,0.0002017911,0.0003530617,0.0002102031,0.0003863802,0.0007054923,0.0002223657,0.0005553973,0.000303289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001850799,"about_ca_system_score_gemma":0.0001425666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007103058,"about_ca_topic_score_gemma":0.00060262,"domain_scores_codex":[0.999587,0.00008085711,0.00004404862,0.00009114805,0.0001142762,0.00008267928],"domain_scores_gemma":[0.9988496,0.00068139,0.0002058576,0.00008233246,0.000127223,0.0000536249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001462888,0.00008209427,0.001799393,0.0001056716,0.00003757571,0.0001313832,0.0001119616,0.0002608239,0.9882338,0.00008484202,0.00007683977,0.007612646],"study_design_scores_gemma":[0.000006685359,0.0004216608,0.003860817,0.000005171872,0.00001961209,0.00004934039,0.00002529984,0.00030634,0.9948271,0.00001537969,0.0004559632,0.000006780103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951479,0.002039474,0.001031201,0.00006882,0.00006343927,0.00002285853,0.0002091318,0.00002825183,0.001388898],"genre_scores_gemma":[0.9980186,0.0005275051,0.0005366403,0.00003336039,0.00002144384,0.000009259657,0.0001038603,0.00001823087,0.0007310633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002551784,"threshold_uncertainty_score":0.008536577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037352792","doi":"10.1002/1520-6017(200010)89:10<1325::aid-jps10>3.0.co;2-5","title":"Crystallization Inhibition in Solid Dispersions of MK‐0591 and Poly(vinylpyrrolidone) Polymers","year":2000,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":223,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Merck Canada Inc. (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Miscibility; Crystallization; Polymer; Amorphous solid; Copolymer; Materials science; Solvent; Polymer chemistry; Glass transition; Chemical engineering; N-Vinylpyrrolidone; Chemistry; Crystallography; Organic chemistry","authors":[{"name":"Karine Khougaz","is_ca":false},{"name":"Sophie‐Dorothée Clas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1072216899976887,"gpt":0.4429520485817165,"spread":0.3357303585840278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001849774,0.0002414125,0.0002443194,0.0002041642,0.0002486631,0.000292296,0.0001936761,0.0002136468,0.001058224],"category_scores_gemma":[0.0003212089,0.0001484382,0.0001988455,0.000218235,0.0002515321,0.0002080106,0.0001815737,0.0004454137,0.0002652139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004299384,"about_ca_system_score_gemma":0.0003842776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003072929,"about_ca_topic_score_gemma":0.003234178,"domain_scores_codex":[0.9997568,0.00003857818,0.00002812543,0.00004291919,0.00007508769,0.00005848772],"domain_scores_gemma":[0.9997941,0.00009584145,0.00004995345,0.00001385885,0.00002273462,0.00002355474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003913125,0.00005954533,0.0001736213,0.00005758883,0.000009011871,0.00005276948,0.00005042859,0.0005634489,0.9966549,0.0001344586,0.00006285786,0.001789998],"study_design_scores_gemma":[0.000008824351,0.0001403613,0.0005398926,0.000003335429,0.000005120559,0.00002055689,0.000009501508,0.001106749,0.9978597,0.000009665016,0.0002941519,0.00000226449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961511,0.001005645,0.0008942909,0.00004277027,0.00002454428,0.00001313224,0.0001363259,0.00003244785,0.001699689],"genre_scores_gemma":[0.9967129,0.0004497421,0.0008339924,0.000009455411,0.000007837114,0.000009157588,0.0001739115,0.00001523066,0.001787709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003072929,"threshold_uncertainty_score":0.006110072,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079951033","doi":"10.1016/j.ijpharm.2006.07.056","title":"Performance comparison of neural network training algorithms in modeling of bimodal drug delivery","year":2006,"lang":"en","type":"article","venue":"International Journal of Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":211,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Backpropagation; Artificial neural network; Gradient descent; Algorithm; Computer science; Feedforward neural network; Perceptron; Feed forward; Multilayer perceptron; Artificial intelligence; Convergence (economics); Rprop; Machine learning; Time delay neural network; Engineering; Types of artificial neural networks","authors":[{"name":"Alireza Ghaffari","is_ca":false},{"name":"Hamid Abdollahi","is_ca":false},{"name":"Mohammad Reza Khoshayand","is_ca":false},{"name":"A. Dadgar","is_ca":false},{"name":"Morteza Rafiee‐Tehrani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1680916912746678,"gpt":0.4423392742224828,"spread":0.2742475829478149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002389351,0.000992018,0.0007481477,0.0007428547,0.0004512427,0.0008878752,0.0008777208,0.001491265,0.001523929],"category_scores_gemma":[0.006224041,0.0003169958,0.0004754637,0.0005540496,0.0002756647,0.0008770554,0.0004488813,0.000929385,0.0004192507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215464,"about_ca_system_score_gemma":0.001145087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03365229,"about_ca_topic_score_gemma":0.01296946,"domain_scores_codex":[0.9995164,0.0002059062,0.00004900879,0.0001053895,0.00006249231,0.00006097317],"domain_scores_gemma":[0.9958819,0.003060648,0.000132626,0.0001341757,0.0007125766,0.00007813605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004143722,0.0001379749,0.002217356,0.00006610887,0.00007108468,0.00002468154,0.0000311442,0.9056694,0.00118999,0.0003568938,0.0005038175,0.08931724],"study_design_scores_gemma":[0.000003567683,0.00001830345,0.0001857648,0.000003223084,0.000005892401,0.000002855674,0.000004751087,0.9991405,0.0005368937,0.00005669589,0.00003937812,0.000002133665],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6592535,0.003188367,0.3263377,0.0007764833,0.0002409694,0.0001544798,0.0004117331,0.002871599,0.006765223],"genre_scores_gemma":[0.9509873,0.0004106046,0.04578083,0.00009866602,0.00002466921,0.00007652701,0.0003898814,0.00009352797,0.002137954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03365229,"threshold_uncertainty_score":0.06691283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145064491","doi":"10.1351/pac200476071321","title":"Polymeric micelles for oral drug delivery: Why and how","year":2004,"lang":"en","type":"article","venue":"Pure and Applied Chemistry","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":194,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Chemistry; Bioavailability; Micelle; Drug delivery; Drug; Absorption (acoustics); Solubilization; Oral route; Dosage form; Pharmacology; Nanotechnology; Organic chemistry; Chromatography; Aqueous solution; Biochemistry; Medicine","authors":[{"name":"Michael F Francis","is_ca":true},{"name":"Mariana Cristea","is_ca":true},{"name":"F. M. Winnik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04169473650889855,"gpt":0.3239254359479096,"spread":0.282230699439011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003266352,0.000879527,0.0009686208,0.0007683585,0.000399309,0.002649379,0.0007225031,0.002923664,0.003788508],"category_scores_gemma":[0.002735951,0.0004160629,0.0006022379,0.000410248,0.001486074,0.005189346,0.0006856233,0.003220747,0.003514052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000902135,"about_ca_system_score_gemma":0.001304571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007165622,"about_ca_topic_score_gemma":0.0009917917,"domain_scores_codex":[0.9989216,0.0004685929,0.00007093162,0.000116381,0.0003131297,0.0001092188],"domain_scores_gemma":[0.9988049,0.0003982716,0.0001666613,0.0001000166,0.0004237375,0.0001063812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002405921,0.0005827586,0.001234474,0.01046063,0.0002612673,0.001426979,0.0004776219,0.002466952,0.1005523,0.1304748,0.09136223,0.6604595],"study_design_scores_gemma":[0.0001606183,0.0006645272,0.0007293908,0.00257473,0.0001506764,0.002118149,0.0003355063,0.002490492,0.03918937,0.04908067,0.9023907,0.0001152026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006664038,0.8659733,0.02465319,0.08242262,0.008378756,0.0002567318,0.0000731535,0.0003794987,0.01119867],"genre_scores_gemma":[0.09119886,0.7995242,0.04584483,0.02710195,0.006362821,0.0004342915,0.0001228566,0.000236752,0.02917335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003788508,"threshold_uncertainty_score":0.01727432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965096889","doi":"10.1021/mp400439q","title":"Evolution of Supersaturation of Amorphous Pharmaceuticals: The Effect of Rate of Supersaturation Generation","year":2013,"lang":"en","type":"article","venue":"Molecular Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":183,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Supersaturation; Dissolution; Solubility; Nucleation; Chemistry; Amorphous solid; Crystallization; Precipitation; Chemical engineering; Thermodynamics; Recrystallization (geology); Crystallography; Physical chemistry; Organic chemistry","authors":[{"name":"Dajun Sun","is_ca":true},{"name":"Ping I. Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06017029477513428,"gpt":0.3833270962184706,"spread":0.3231568014433363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004723459,0.0003528027,0.0003199256,0.0002447811,0.0001417548,0.0003092855,0.0002988133,0.0003051467,0.0007659777],"category_scores_gemma":[0.001288327,0.0002033599,0.0003300092,0.0003086975,0.0002494377,0.000527112,0.0001715643,0.0006027814,0.0002446057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003907918,"about_ca_system_score_gemma":0.0003451941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001565806,"about_ca_topic_score_gemma":0.001531933,"domain_scores_codex":[0.9995725,0.00007643825,0.00004278215,0.00009285052,0.00016341,0.00005213914],"domain_scores_gemma":[0.9990852,0.0004124294,0.000234519,0.00007282701,0.0001585028,0.00003656776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003737147,0.00006531479,0.001312727,0.00008150524,0.00001657064,0.00006366525,0.0000610091,0.001251518,0.9914021,0.0001204297,0.00004406936,0.005207354],"study_design_scores_gemma":[0.00000595997,0.0003854251,0.002761034,0.000003811555,0.00001092464,0.00003189036,0.0000162516,0.003525593,0.9928626,0.00002193811,0.0003685016,0.000006196644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908774,0.001227851,0.006219176,0.00008817349,0.00001610712,0.00005781577,0.0003062765,0.00007070751,0.001136568],"genre_scores_gemma":[0.9947449,0.0009559326,0.00345465,0.00003205596,0.00000932157,0.00004139419,0.0002248232,0.00002092676,0.000515962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001565806,"threshold_uncertainty_score":0.003113389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168330215","doi":"10.1002/jps.21525","title":"Biowaiver Monographs for Immediate Release Solid Oral Dosage Forms: Diclofenac Sodium and Diclofenac Potassium","year":2008,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":179,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Rijksinstituut voor Volksgezondheid en Milieu; AstraZeneca","keywords":"Bioequivalence; Biopharmaceutics Classification System; Dosage form; Diclofenac Sodium; Diclofenac; Pharmacology; Bioavailability; Chemistry; Active ingredient; Biopharmaceutics; Excipient; Potassium; Pharmacokinetics; Chromatography; Drug; Dissolution testing; Medicine; Organic chemistry; In vitro; Pharmacognosy; Biochemistry","authors":[{"name":"Bancha Chuasuwan","is_ca":false},{"name":"V. Binjesoh","is_ca":false},{"name":"James E. Polli","is_ca":false},{"name":"H. Zhang","is_ca":false},{"name":"Gordon L. Amidon","is_ca":false},{"name":"Hans E. Junginger","is_ca":false},{"name":"K.K. Midha","is_ca":true},{"name":"Vinod P. Shah","is_ca":false},{"name":"S. Stavchansky","is_ca":false},{"name":"Jennifer Dressman","is_ca":false},{"name":"D.M. Barends","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1762619463444085,"gpt":0.453924176485374,"spread":0.2776622301409655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00120491,0.002000747,0.0009759649,0.004620551,0.001056432,0.00116063,0.001152461,0.002736142,0.03733151],"category_scores_gemma":[0.001798624,0.0007559392,0.0004249964,0.002268757,0.0006504268,0.001368604,0.0009626723,0.002588499,0.04066473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006404351,"about_ca_system_score_gemma":0.00154618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00196457,"about_ca_topic_score_gemma":0.006069966,"domain_scores_codex":[0.9989524,0.0001764294,0.0001409135,0.0001002678,0.0005625876,0.00006740613],"domain_scores_gemma":[0.9973183,0.0006335155,0.0005502435,0.0001739994,0.001176158,0.000147735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002504278,0.0002411103,0.0002845401,0.001823749,0.00001479381,0.0003454489,0.0001199176,0.0006118002,0.0446405,0.004208632,0.4105177,0.5369416],"study_design_scores_gemma":[0.0000126722,0.0001917234,0.0007455256,0.0001959457,0.00001009051,0.0004873802,0.00001699248,0.0002330541,0.005496242,0.0004623619,0.9921355,0.00001246785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01384324,0.3040358,0.05570059,0.02187216,0.02538603,0.001646144,0.003657019,0.004342155,0.5695169],"genre_scores_gemma":[0.0188778,0.08944601,0.009307424,0.005800335,0.00579416,0.000615118,0.002138956,0.0006652188,0.867355],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03733151,"threshold_uncertainty_score":0.1248864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168439716","doi":"10.1002/jps.20477","title":"Biowaiver monographs for immediate release solid oral dosage forms: Acetaminophen (paracetamol)","year":2005,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":179,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Rijksinstituut voor Volksgezondheid en Milieu","keywords":"Biopharmaceutics Classification System; Acetaminophen; Bioequivalence; Biopharmaceutics; Dosage form; Pharmacology; Immediate release; Sodium bicarbonate; Drug; Absorption (acoustics); Dissolution testing; Medicine; Pharmacokinetics; Chemistry; Chromatography; Organic chemistry; Materials science; In vitro","authors":[{"name":"Lida Kalantzi","is_ca":false},{"name":"Christos Reppas","is_ca":false},{"name":"Jennifer Dressman","is_ca":false},{"name":"Gordon L. Amidon","is_ca":false},{"name":"Hans E. Junginger","is_ca":false},{"name":"K.K. Midha","is_ca":true},{"name":"Vinod P. Shah","is_ca":false},{"name":"S. Stavchansky","is_ca":false},{"name":"D.M. Barends","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1859007945470164,"gpt":0.4829484611023211,"spread":0.2970476665553048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009629999,0.001504318,0.0006979982,0.003396353,0.001040809,0.001075105,0.001053251,0.002666139,0.05748628],"category_scores_gemma":[0.001649946,0.0006182639,0.0003522534,0.001617146,0.0004686429,0.0009899042,0.000789604,0.00220725,0.0528132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005573457,"about_ca_system_score_gemma":0.001593285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002545272,"about_ca_topic_score_gemma":0.008636797,"domain_scores_codex":[0.9992237,0.0001228315,0.00008144644,0.00007584356,0.0004396806,0.00005651716],"domain_scores_gemma":[0.9978616,0.0005120833,0.0004335492,0.0001492272,0.0009174675,0.000126107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001700402,0.0002456061,0.0003045312,0.001126359,0.00001278241,0.0002639012,0.00009133803,0.0003684589,0.04021995,0.003319421,0.4798492,0.4740284],"study_design_scores_gemma":[0.00001253747,0.0001306007,0.0008263775,0.0001485746,0.000009177385,0.0003149457,0.00001173302,0.00016693,0.004365107,0.0003182834,0.9936877,0.000008044652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0120781,0.1493504,0.03526561,0.01864072,0.01568062,0.001332879,0.004357488,0.004325971,0.7589683],"genre_scores_gemma":[0.01576872,0.04106387,0.005600904,0.00482513,0.002829308,0.0004453231,0.001977373,0.0005050047,0.9269845],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05748628,"threshold_uncertainty_score":0.1923108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2758156076","doi":"10.3390/pharmaceutics9040041","title":"Predicting Oral Drug Absorption: Mini Review on Physiologically-Based Pharmacokinetic Models","year":2017,"lang":"en","type":"review","venue":"Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":178,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Physiologically based pharmacokinetic modelling; Pharmacokinetics; Bioavailability; Drug; Pharmacology; Absorption (acoustics); Chemistry; Medicine; Materials science","authors":[{"name":"Louis Lin","is_ca":true},{"name":"Harvey Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5386076667550478,"gpt":0.5450790665669797,"spread":0.006471399811931899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044959,0.001595589,0.001969762,0.002136767,0.0002610459,0.001617632,0.001240581,0.001524691,0.004713213],"category_scores_gemma":[0.001921169,0.000678067,0.001472417,0.002245117,0.0004559752,0.002140175,0.0008471504,0.001736265,0.003300317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005645413,"about_ca_system_score_gemma":0.001486438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001845883,"about_ca_topic_score_gemma":0.001400114,"domain_scores_codex":[0.9996125,0.00007268743,0.00004949355,0.00007607276,0.0001685547,0.00002081412],"domain_scores_gemma":[0.9989611,0.0006606202,0.0001004006,0.00002912292,0.0002224306,0.00002626679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008378251,0.0001666586,0.0005850443,0.02591075,0.0003021573,0.0002757635,0.00008611195,0.01362931,0.004418261,0.01335025,0.03281945,0.9083725],"study_design_scores_gemma":[0.00002282589,0.0002396747,0.001052151,0.005222746,0.0004509187,0.0009509378,0.00007539878,0.009576323,0.003704072,0.011099,0.96749,0.0001159337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005102109,0.9898808,0.006296314,0.0005226841,0.0003367011,0.00003210828,0.0001619421,0.00006481131,0.002194462],"genre_scores_gemma":[0.002008707,0.9935806,0.002825876,0.0001716165,0.000331959,0.00003027591,0.0001534129,0.00001665956,0.0008808206],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004713213,"threshold_uncertainty_score":0.01576728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071312678","doi":"10.2147/ijn.s17282","title":"Food protein-stabilized nanoemulsions as potential delivery systems for poorly water-soluble drugs: preparation, in vitro characterization, and pharmacokinetics in rats","year":2011,"lang":"en","type":"article","venue":"International Journal of Nanomedicine","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":172,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China","keywords":"Pharmacokinetics; Drug delivery; In vitro; Water soluble; Pharmacology; Bioavailability; Materials science; Chemistry; Nanotechnology; Biochemistry; Medicine; Organic chemistry","authors":[{"name":"Wei Wu","is_ca":false},{"name":"Wei He","is_ca":false},{"name":"Yanan Tan","is_ca":false},{"name":"Zhiqiang Tian","is_ca":false},{"name":"Lingyun Chen","is_ca":true},{"name":"Fuqiang Hu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05588017307043046,"gpt":0.3616530238176199,"spread":0.3057728507471894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002926412,0.000612301,0.0003839296,0.0003939299,0.0001527986,0.0001839497,0.0002226835,0.0003514115,0.0004941906],"category_scores_gemma":[0.0002210945,0.0002018352,0.0002831738,0.0001375977,0.000275287,0.0004219351,0.0001396157,0.000456745,0.0002095044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446687,"about_ca_system_score_gemma":0.000240467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005213458,"about_ca_topic_score_gemma":0.0007305006,"domain_scores_codex":[0.9999213,0.00001723099,0.0000076188,0.00002054135,0.00001757967,0.00001569508],"domain_scores_gemma":[0.9998496,0.00002065865,0.00006022671,0.00001157202,0.00003009201,0.00002797244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002994363,0.00008474226,0.00006995502,0.00006112069,0.000007864627,0.00003176959,0.00001625125,0.00006077206,0.9964258,0.00006029097,0.00002914049,0.002852908],"study_design_scores_gemma":[0.00002805907,0.001498122,0.0006229848,0.000004067928,0.00002714966,0.00007370617,0.00001059717,0.0003595291,0.9962399,0.0000291537,0.001101431,0.000005295601],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858649,0.0032844,0.009676773,0.000134223,0.00004872329,0.00009430451,0.0002040448,0.0001569719,0.0005355253],"genre_scores_gemma":[0.9775288,0.003860317,0.01499189,0.00006729966,0.00002455535,0.0001409882,0.0003505321,0.00006333056,0.00297232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000612301,"threshold_uncertainty_score":0.001775146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089686693","doi":"10.1016/j.jphotochem.2005.04.002","title":"Fluorescence enhancement of curcumin upon inclusion into parent and modified cyclodextrins","year":2005,"lang":"en","type":"article","venue":"Journal of Photochemistry and Photobiology A Chemistry","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":170,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Prince Edward Island","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Curcumin; Cyclodextrin; Chemistry; Fluorescence; Solubility; Molecule; Aqueous solution; Steric effects; Inclusion compound; Stereochemistry; Photochemistry; Organic chemistry; Biochemistry","authors":[{"name":"Kristin N. Baglole","is_ca":true},{"name":"Patricia Boland","is_ca":true},{"name":"Brian D. Wagner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04503939755834243,"gpt":0.3745920475260505,"spread":0.3295526499677081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002041247,0.0001961757,0.0001891872,0.0001226141,0.0001181419,0.0001404537,0.0001619507,0.0002405245,0.001416309],"category_scores_gemma":[0.0003317568,0.0001234259,0.0001553638,0.00009880351,0.000201896,0.0002201798,0.0001397785,0.0002917406,0.0002630838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002952019,"about_ca_system_score_gemma":0.0001824757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000860161,"about_ca_topic_score_gemma":0.0008329818,"domain_scores_codex":[0.9998819,0.00001879209,0.000008900017,0.00002563096,0.00002290316,0.00004186184],"domain_scores_gemma":[0.9998251,0.00007361104,0.00002731628,0.00002023514,0.00002959631,0.00002421229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000301089,0.00001273242,0.00009880753,0.00002611755,0.000003445493,0.00003355479,0.00001667018,0.0000742643,0.9987087,0.00004561232,0.00002508499,0.0006538485],"study_design_scores_gemma":[0.000003388729,0.00006961412,0.0005195296,0.000001313176,0.000004308464,0.00002031989,0.000004962475,0.0003257632,0.9987858,0.000004927586,0.0002579109,0.000002307501],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973868,0.0003248939,0.001179393,0.00004047771,0.00001346776,0.000008159158,0.0000850357,0.00003434898,0.0009274133],"genre_scores_gemma":[0.9967585,0.0001825585,0.001052457,0.00001563166,0.00000365884,0.00000911385,0.0001081095,0.00001025971,0.001859661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001416309,"threshold_uncertainty_score":0.004737973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W657638685","doi":"10.1016/j.jconrel.2015.06.004","title":"Probing the mechanisms of drug release from amorphous solid dispersions in medium-soluble and medium-insoluble carriers","year":2015,"lang":"en","type":"article","venue":"Journal of Controlled Release","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":160,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Dissolution; Supersaturation; Amorphous solid; Solubility; Crystallization; Chemical engineering; Chemistry; Dissolution testing; Nucleation; Drug carrier; Polymer; Dosage form; Materials science; Chromatography; Drug delivery; Organic chemistry; Biopharmaceutics Classification System","authors":[{"name":"Dajun Sun","is_ca":true},{"name":"Ping I. Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04845983276376647,"gpt":0.3455426853113657,"spread":0.2970828525475993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002977863,0.0002416186,0.0001604347,0.0001635321,0.0001592963,0.000383387,0.0001977868,0.0003458486,0.0006068864],"category_scores_gemma":[0.000355016,0.0001649421,0.0002315521,0.0001026759,0.0004005553,0.0005351374,0.0001219557,0.0004934559,0.0001741937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000382315,"about_ca_system_score_gemma":0.0001958195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005253169,"about_ca_topic_score_gemma":0.0004871018,"domain_scores_codex":[0.9998592,0.00001969515,0.00001141826,0.0000341487,0.0000445519,0.00003095428],"domain_scores_gemma":[0.9998137,0.00009488957,0.00004843445,0.00001265245,0.00001894796,0.00001138458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001563781,0.00001507769,0.0001471729,0.00002579205,0.000003330881,0.00002945974,0.00002410824,0.0001219291,0.9982417,0.000258934,0.00001420396,0.0009618854],"study_design_scores_gemma":[0.00001123636,0.0002131103,0.00106262,0.000002447341,0.000007487487,0.00005388672,0.00002154056,0.002048183,0.9961367,0.00007919898,0.0003586779,0.000004851854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955534,0.0009257413,0.002743496,0.00003540788,0.000009416575,0.00002356969,0.00005943087,0.00001932351,0.0006301707],"genre_scores_gemma":[0.9971066,0.0004499944,0.001175009,0.00001452158,0.000005007828,0.00001548865,0.00005165914,0.000009739169,0.001172014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006068864,"threshold_uncertainty_score":0.002773941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168850618","doi":"10.1002/jps.20765","title":"Biowaiver Monographs for Immediate Release Solid Oral Dosage Forms: Isoniazid**A project of the International Pharmaceutical Federation FIP, Groupe BCS, www.fip.org/bcs.","year":2006,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":155,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Rijksinstituut voor Volksgezondheid en Milieu","keywords":"Isoniazid; Biopharmaceutics Classification System; Bioequivalence; Dosage form; Pharmacology; Bioavailability; Excipient; Drug; Biopharmaceutics; Chemistry; Active ingredient; Pharmacokinetics; Lactose; Medicine; Organic chemistry; Tuberculosis; Biochemistry; In vitro","authors":[{"name":"Corina Becker","is_ca":false},{"name":"Jennifer Dressman","is_ca":false},{"name":"Gordon L. Amidon","is_ca":false},{"name":"Hans E. Junginger","is_ca":false},{"name":"Sabine Kopp","is_ca":false},{"name":"K.K. Midha","is_ca":true},{"name":"Vinod P. Shah","is_ca":false},{"name":"S. Stavchansky","is_ca":false},{"name":"D.M. Barends","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1541276970894836,"gpt":0.467086097927664,"spread":0.3129584008381805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001887442,0.000846373,0.0004021901,0.002966204,0.0007515191,0.0008014292,0.001126641,0.001512982,0.0338966],"category_scores_gemma":[0.00177645,0.0004005628,0.0002430754,0.001364696,0.0003975694,0.0007130798,0.0004327123,0.001396616,0.02076722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006661818,"about_ca_system_score_gemma":0.002516865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003180299,"about_ca_topic_score_gemma":0.008340739,"domain_scores_codex":[0.9991063,0.0001578082,0.00009235385,0.0000601338,0.0005326282,0.00005072184],"domain_scores_gemma":[0.9967465,0.0005526003,0.0005534531,0.0002019412,0.001624701,0.0003208375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002846427,0.0004215778,0.0004403879,0.00112691,0.00001184483,0.0002143139,0.00009660891,0.0004106869,0.03227524,0.003784117,0.4621421,0.4987916],"study_design_scores_gemma":[0.00001539703,0.0002142353,0.001127458,0.00008034467,0.000006165374,0.0002035111,0.00001124909,0.0001344004,0.004594426,0.0002607083,0.9933459,0.00000628018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02936989,0.1725939,0.04922675,0.04276015,0.02179995,0.0041843,0.01218061,0.003965447,0.663919],"genre_scores_gemma":[0.03594439,0.0519444,0.0148129,0.00450821,0.005126372,0.0008122803,0.005371598,0.0005970181,0.8808829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0338966,"threshold_uncertainty_score":0.1133954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2583115935","doi":"10.1016/b978-0-12-802447-8.00007-8","title":"Polymer Properties and Characterization","year":2017,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":147,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Natural polymers; Characterization (materials science); Nanotechnology; Comonomer; Biochemical engineering; Polymer; Computer science; Materials science; Chemistry; Engineering; Organic chemistry","authors":[{"name":"James E. Brady","is_ca":false},{"name":"Tom Durig","is_ca":false},{"name":"P.I. Lee","is_ca":true},{"name":"J.-X. Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1293285812289451,"gpt":0.350228269906998,"spread":0.2208996886780528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000581062,0.0009650366,0.0003342161,0.002116154,0.000611729,0.0005496166,0.0003943349,0.0005560441,0.0121408],"category_scores_gemma":[0.001022035,0.0004168047,0.0003728744,0.001609614,0.0003482297,0.0009905561,0.0004142064,0.000912495,0.007312207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00037166,"about_ca_system_score_gemma":0.0005771212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008521589,"about_ca_topic_score_gemma":0.001211201,"domain_scores_codex":[0.999552,0.00003018029,0.00004235591,0.0001163212,0.0002139054,0.00004528802],"domain_scores_gemma":[0.9995787,0.00009249528,0.00006506497,0.00006828218,0.0001731862,0.00002232736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001064442,0.0000752245,0.0006155635,0.0003641137,0.00001103994,0.0002034995,0.000190942,0.0006779897,0.8907262,0.001187081,0.002480617,0.1033614],"study_design_scores_gemma":[0.00000375877,0.0001531301,0.003057981,0.0000411187,0.00001941673,0.0003890819,0.00004910753,0.0009230037,0.9406943,0.0002969827,0.05434958,0.00002247303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.497826,0.02506265,0.2048138,0.000970974,0.0005783344,0.001837214,0.0144168,0.003271381,0.251223],"genre_scores_gemma":[0.6016299,0.02323046,0.09095697,0.0005371647,0.0001682582,0.001723034,0.01676022,0.001844299,0.2631497],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0121408,"threshold_uncertainty_score":0.04061508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1963830953","doi":"10.1039/c4tb00876f","title":"Chitosan-coated nano-liposomes for the oral delivery of berberine hydrochloride","year":2014,"lang":"en","type":"article","venue":"Journal of Materials Chemistry B","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":147,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Bộ Giáo dục và Ðào tạo; China Scholarship Council","keywords":"Chitosan; Bioavailability; Liposome; Drug delivery; Materials science; Biocompatibility; Biopharmaceutical; Pharmacokinetics; In vivo; Pharmacology; Nanotechnology; Chemistry; Organic chemistry; Medicine","authors":[{"name":"Thanh X. Nguyen","is_ca":false},{"name":"Lin Huang","is_ca":false},{"name":"Li Liu","is_ca":false},{"name":"Ahmed M. E. Abdalla","is_ca":false},{"name":"Mario Gauthier","is_ca":true},{"name":"Guang Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0612940306653976,"gpt":0.3650925014921448,"spread":0.3037984708267472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001787574,0.000296425,0.0001986528,0.0002127293,0.0001122208,0.0001687842,0.0001585316,0.0003129564,0.0006845663],"category_scores_gemma":[0.0001574005,0.0001468043,0.0002205834,0.00009413206,0.0001366108,0.0003136224,0.000162324,0.0002969591,0.0002228813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000361218,"about_ca_system_score_gemma":0.0002126036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009789459,"about_ca_topic_score_gemma":0.001249627,"domain_scores_codex":[0.9999093,0.00001344888,0.00001106184,0.00002353702,0.00002595612,0.00001659719],"domain_scores_gemma":[0.9999256,0.00001412244,0.00002448136,0.000005581526,0.0000180256,0.00001222445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006829984,0.00001911204,0.00004030663,0.00006680407,0.000004495656,0.00002167186,0.000008552633,0.0001435711,0.9974952,0.00006630436,0.00002995997,0.002035819],"study_design_scores_gemma":[0.00002272817,0.0002317906,0.0005211451,0.000006491901,0.00001994896,0.00006513,0.000005357655,0.001536836,0.9961401,0.0000155134,0.001428294,0.000006644318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676672,0.005355745,0.02387158,0.0002872543,0.00009403301,0.0002099857,0.0002063209,0.0002224182,0.002085558],"genre_scores_gemma":[0.9809284,0.001805673,0.01450089,0.00007072776,0.00001658831,0.00008906683,0.0001773229,0.00003611105,0.002375164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009789459,"threshold_uncertainty_score":0.002620816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995052728","doi":"10.1016/j.ejps.2006.05.004","title":"Biorelevant dissolution media as a predictive tool for glyburide a class II drug","year":2006,"lang":"en","type":"article","venue":"European Journal of Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":147,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Biopharmaceutics Classification System; Bioequivalence; Chromatography; Dissolution; Chemistry; Solubility; Lecithin; Dissolution testing; Biopharmaceutics; Pharmacokinetics; Pharmacology; In vitro; Medicine; Biochemistry","authors":[{"name":"Hai Wei","is_ca":true},{"name":"Raimar Löbenberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09273656747808134,"gpt":0.4091827458924833,"spread":0.316446178414402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001743605,0.0008709194,0.0007520969,0.001675808,0.000319993,0.00125342,0.0005372264,0.000865322,0.0006531641],"category_scores_gemma":[0.004250512,0.0004634287,0.0005246896,0.0006840361,0.0004080906,0.0006762652,0.0005227724,0.001020856,0.0005782334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005078747,"about_ca_system_score_gemma":0.0006331091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003434741,"about_ca_topic_score_gemma":0.003590679,"domain_scores_codex":[0.9988371,0.0002906741,0.00007233815,0.0001294755,0.0006262415,0.000044272],"domain_scores_gemma":[0.9983174,0.0008076454,0.0003719274,0.00009740535,0.000327178,0.00007851051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00241879,0.0004916873,0.01386979,0.0003272293,0.0001497736,0.0003042811,0.0001187791,0.01013973,0.8991628,0.000424959,0.0006915688,0.07190064],"study_design_scores_gemma":[0.00003250274,0.001083008,0.007252407,0.00002646989,0.0001557769,0.0003317401,0.00005528469,0.1018713,0.8866308,0.0001107534,0.002395858,0.00005410516],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877824,0.0166972,0.08613928,0.0006546386,0.0002990526,0.0003258121,0.001665315,0.001626692,0.00480958],"genre_scores_gemma":[0.9662732,0.003910737,0.02721401,0.0001224439,0.0000682692,0.00007157554,0.0006186577,0.00006951618,0.001651498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003434741,"threshold_uncertainty_score":0.009221137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2910482388","doi":"10.1016/j.ijpharm.2018.12.080","title":"Lipids and polymers in pharmaceutical technology: Lifelong companions","year":2019,"lang":"en","type":"review","venue":"International Journal of Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":147,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Servier","keywords":"Dosage form; Active ingredient; Permeation; Nanotechnology; Pharmaceutical technology; Polymer; Drug delivery; Chemistry; Controlled release; Biochemical engineering; Materials science; Pharmacology; Organic chemistry; Chromatography; Medicine; Engineering; Biochemistry","authors":[{"name":"Juergen Siepmann","is_ca":false},{"name":"Amina Faham","is_ca":false},{"name":"Sophie-Dorothée Clas","is_ca":false},{"name":"Ben J. Boyd","is_ca":false},{"name":"Vincent Jannin","is_ca":false},{"name":"Andreas Bernkop‐Schnürch","is_ca":false},{"name":"Hang Zhao","is_ca":false},{"name":"Sébastien Lecommandoux","is_ca":false},{"name":"James Evans","is_ca":true},{"name":"Christine Allen","is_ca":true},{"name":"Olivia M. Merkel","is_ca":false},{"name":"Gabriella Costabile","is_ca":false},{"name":"Morgan R. Alexander","is_ca":false},{"name":"Ricky D. Wildman","is_ca":false},{"name":"Clive J. Roberts","is_ca":false},{"name":"Jean‐Christophe Leroux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2539408543526057,"gpt":0.5334708351845552,"spread":0.2795299808319495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001082435,0.001109985,0.001193296,0.002579958,0.0005733477,0.002342473,0.0007742473,0.002051353,0.007332425],"category_scores_gemma":[0.001191029,0.000381419,0.0005025037,0.003369724,0.001472812,0.004025289,0.001665338,0.004232922,0.004601135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008473743,"about_ca_system_score_gemma":0.001258006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004461253,"about_ca_topic_score_gemma":0.0006208483,"domain_scores_codex":[0.9993367,0.0001143848,0.00008873198,0.0001226006,0.000274254,0.00006334577],"domain_scores_gemma":[0.9990149,0.0005448448,0.0001160375,0.00005435171,0.0001880753,0.00008191575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006402002,0.0001407332,0.0001969388,0.01174791,0.00005002811,0.000348747,0.0003356108,0.0003700888,0.006259863,0.04747975,0.02820543,0.904801],"study_design_scores_gemma":[0.000003567364,0.00007568011,0.0001714821,0.001073349,0.00001364219,0.0005614726,0.00005309999,0.00004526597,0.0008032056,0.004752765,0.9924352,0.00001129115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002721564,0.9927379,0.0004837902,0.0007441153,0.001090504,0.000007909946,0.00001482901,0.00001006073,0.00463858],"genre_scores_gemma":[0.002064665,0.990825,0.0006675489,0.0007193083,0.001301087,0.00001630749,0.00003660745,0.000006633866,0.004362796],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007332425,"threshold_uncertainty_score":0.0245294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967141222","doi":"10.1002/jps.22030","title":"Biowaiver Monographs for Immediate Release Solid Oral Dosage Forms: Furosemide","year":2009,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":143,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Biopharmaceutics Classification System; Bioequivalence; Dosage form; Biopharmaceutics; Bioavailability; Pharmacology; Furosemide; Pharmacokinetics; Drug; Excipient; Biopharmaceutical; Medicine; Chemistry; Internal medicine","authors":[{"name":"Gladys E. Granero","is_ca":false},{"name":"Marcela R. Longhi","is_ca":false},{"name":"María Julia Mora","is_ca":false},{"name":"Hans E. Junginger","is_ca":false},{"name":"K.K. Midha","is_ca":true},{"name":"Vinod P. Shah","is_ca":false},{"name":"S. Stavchansky","is_ca":false},{"name":"Jennifer Dressman","is_ca":false},{"name":"D.M. Barends","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1802842774697276,"gpt":0.4958051422797691,"spread":0.3155208648100415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008723102,0.001595689,0.0006759668,0.003022195,0.0006984207,0.0008828578,0.0009084048,0.002183918,0.04260775],"category_scores_gemma":[0.001158503,0.0005276746,0.0003318163,0.001484599,0.0004465218,0.0009606534,0.0007331274,0.001975075,0.03729877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004894179,"about_ca_system_score_gemma":0.001041062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405967,"about_ca_topic_score_gemma":0.004420002,"domain_scores_codex":[0.9994478,0.0000956224,0.00006278095,0.00006423042,0.0002872364,0.00004229636],"domain_scores_gemma":[0.9987321,0.0003230076,0.0002977205,0.00008483358,0.0004664014,0.00009592188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002895595,0.0002353447,0.0002425995,0.001379099,0.00001435768,0.0003447289,0.00008687047,0.0004900508,0.05873212,0.00354744,0.2964377,0.6382001],"study_design_scores_gemma":[0.00002047752,0.000248394,0.0009551379,0.0001811692,0.00001260792,0.0005869052,0.00001349718,0.0002564914,0.00896294,0.0004436645,0.9883063,0.00001228431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02308571,0.2864261,0.07422914,0.0197352,0.02013281,0.001725452,0.004294302,0.00509384,0.5652776],"genre_scores_gemma":[0.02505434,0.07453361,0.01004657,0.004461415,0.003868555,0.000524475,0.002262764,0.0005553705,0.8786929],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04260775,"threshold_uncertainty_score":0.1425371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043470457","doi":"10.3390/pharmaceutics12070672","title":"Food Effects on Oral Drug Absorption: Application of Physiologically-Based Pharmacokinetic Modeling as a Predictive Tool","year":2020,"lang":"en","type":"review","venue":"Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":143,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Genentech","keywords":"Physiologically based pharmacokinetic modelling; Bioavailability; Pharmacokinetics; Drug; Gastric emptying; Pharmacology; Biopharmaceutics; Biopharmaceutics Classification System; Population; Chemistry; Medicine; Internal medicine; Biological activity; Stomach; Biochemistry","authors":[{"name":"Lisa Cheng","is_ca":true},{"name":"Harvey Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.179044520357849,"gpt":0.460061158863001,"spread":0.281016638505152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001617665,0.001296141,0.001455356,0.0008989495,0.0002608103,0.002076962,0.00111366,0.001421429,0.001533396],"category_scores_gemma":[0.003308544,0.0005578705,0.001763455,0.0008850486,0.0005857344,0.001500856,0.0009015361,0.00217796,0.0009838257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008723771,"about_ca_system_score_gemma":0.001341652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00436279,"about_ca_topic_score_gemma":0.001870535,"domain_scores_codex":[0.999299,0.000293666,0.00005191913,0.000112826,0.000209414,0.00003311184],"domain_scores_gemma":[0.9986563,0.0009234548,0.0001601573,0.00005663772,0.0001772469,0.00002627779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003314027,0.0002407511,0.006023694,0.006745249,0.001057453,0.0008373481,0.000182214,0.5820405,0.02009421,0.03618532,0.01280328,0.3334585],"study_design_scores_gemma":[0.000057137,0.0006411425,0.00316908,0.001203052,0.0007366764,0.0008096528,0.00009556681,0.8422957,0.01226964,0.03232637,0.1061854,0.0002105822],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.03456182,0.26349,0.6736603,0.005333181,0.001002913,0.0002541613,0.001904916,0.001533801,0.01825879],"genre_scores_gemma":[0.5178693,0.3413509,0.1288518,0.001686012,0.0009598117,0.0006098392,0.002149133,0.0004341362,0.006089161],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00436279,"threshold_uncertainty_score":0.0086748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006979135","doi":"10.1016/j.ijpharm.2004.03.026","title":"Drug carrier systems based on water-soluble cationic β-cyclodextrin polymers","year":2004,"lang":"en","type":"article","venue":"International Journal of Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":134,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Cyclodextrin; Cationic polymerization; Drug; Polymer; Drug carrier; Chemistry; Drug delivery; Chemical engineering; Combinatorial chemistry; Pharmacology; Organic chemistry; Medicine","authors":[{"name":"Jianshu Li","is_ca":true},{"name":"Huining Xiao","is_ca":true},{"name":"Jiehua Li","is_ca":true},{"name":"Yinping Zhong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0734242826232463,"gpt":0.4109597651941255,"spread":0.3375354825708792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002948022,0.0005020191,0.0004506787,0.0004807347,0.0002794719,0.0007396399,0.0002973058,0.0005393958,0.001033141],"category_scores_gemma":[0.000392281,0.0002666194,0.0002460245,0.0002443034,0.0003402441,0.001081796,0.000450863,0.0004407309,0.0005635929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004000755,"about_ca_system_score_gemma":0.0003164034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004852858,"about_ca_topic_score_gemma":0.0003996502,"domain_scores_codex":[0.9998292,0.00002246934,0.00001819498,0.00004413116,0.00003782944,0.00004822938],"domain_scores_gemma":[0.9998589,0.0000354102,0.00003813967,0.000009589772,0.00003277811,0.00002521162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001248935,0.0000364948,0.00005193951,0.0001387034,0.00001068981,0.00007546647,0.00003098047,0.0002111779,0.9937304,0.0006951763,0.0000894849,0.004804738],"study_design_scores_gemma":[0.00002229425,0.0002755195,0.0002295959,0.000007793512,0.00002191424,0.00008852047,0.000009957033,0.001197954,0.9952303,0.00006048812,0.002846809,0.000008881876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737294,0.005181988,0.01694584,0.0002737485,0.0001864069,0.000317148,0.0001461861,0.0003224021,0.002896833],"genre_scores_gemma":[0.9824907,0.003320801,0.008533735,0.0001467043,0.00004575668,0.0001680168,0.0001532411,0.00004037043,0.005100673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001033141,"threshold_uncertainty_score":0.003456175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993188921","doi":"10.1081/ddc-120030426","title":"Physicochemical Characterization of Solid Dispersions of Indomethacin with PEG 6000, Myrj 52, Lactose, Sorbitol, Dextrin, and Eudragit® E100","year":2004,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":131,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Geological Survey and Mineral Exploration of Iran","keywords":"Chemistry; Mannitol; Polyethylene glycol; Dextrin; Dissolution; Sorbitol; Solubility; Lactose; Biopharmaceutics Classification System; Dissolution testing; Fourier transform infrared spectroscopy; PEG ratio; Chromatography; Nuclear chemistry; Differential scanning calorimetry; Dosage form; Bioavailability; Organic chemistry; Chemical engineering; Starch; Pharmacology; Medicine","authors":[{"name":"Hadi Valizadeh","is_ca":true},{"name":"Ali Nokhodchi","is_ca":false},{"name":"Nahid Qarakhani","is_ca":false},{"name":"Parvin Zakeri‐Milani","is_ca":true},{"name":"Shirzad Azarmi","is_ca":true},{"name":"D Hassanzadeh","is_ca":false},{"name":"Raimar Löbenberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1001099775636907,"gpt":0.3646272728313865,"spread":0.2645172952676957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000236926,0.0002783529,0.0002570099,0.0003588052,0.000188596,0.0002682561,0.0001311717,0.0002672738,0.0004878796],"category_scores_gemma":[0.0005939034,0.0001194682,0.0002437531,0.0003259538,0.0002606507,0.0002726751,0.0001786659,0.0002758871,0.0001644352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001899538,"about_ca_system_score_gemma":0.0001637252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006295927,"about_ca_topic_score_gemma":0.000777346,"domain_scores_codex":[0.9997123,0.00006837447,0.00003529316,0.00004245459,0.000113607,0.00002802552],"domain_scores_gemma":[0.9997391,0.00008137096,0.00008214309,0.00002072014,0.000051921,0.00002474848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007761888,0.00001794068,0.0002389628,0.00003578811,0.000009402328,0.00004745565,0.00002408675,0.0001184807,0.9980806,0.00002385372,0.000005856798,0.001320013],"study_design_scores_gemma":[0.00001320566,0.0004850643,0.005065404,0.000008481815,0.00003163318,0.0001302672,0.00004984122,0.0009302582,0.992295,0.00002222953,0.0009610184,0.000007646036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964958,0.001059804,0.001787881,0.00002181653,0.000010105,0.00002775496,0.00009648351,0.00001472066,0.0004856284],"genre_scores_gemma":[0.9941245,0.0007002149,0.00376663,0.00001560817,0.000007130993,0.00004278571,0.0002939917,0.00001962036,0.001029585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006295927,"threshold_uncertainty_score":0.001632154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052323048","doi":"10.1208/s12248-008-9034-7","title":"Clinical Relevance of Dissolution Testing in Quality by Design","year":2008,"lang":"en","type":"review","venue":"The AAPS Journal","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":131,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"AstraZeneca (Canada)","funders":"","keywords":"Biopharmaceutical; Context (archaeology); Quality by Design; Critical quality attributes; Risk analysis (engineering); Bioequivalence; Dissolution testing; Biochemical engineering; Computer science; Process (computing); Relevance (law); Quality (philosophy); Pharmaceutical industry; Product (mathematics); Pharmaceutical manufacturing; Process management; New product development; Engineering; Bioavailability; Business; Pharmacology; Medicine; Mathematics; Biotechnology; Marketing; Biopharmaceutics Classification System","authors":[{"name":"Paul A. Dickinson","is_ca":false},{"name":"Wang Wang Lee","is_ca":false},{"name":"Paul W. Stott","is_ca":false},{"name":"Andy I. Townsend","is_ca":false},{"name":"J.P. Smart","is_ca":false},{"name":"Parviz Ghahramani","is_ca":true},{"name":"Tracey Hammett","is_ca":true},{"name":"Linda Billett","is_ca":false},{"name":"Sheena Behn","is_ca":false},{"name":"Ryan C. Gibb","is_ca":false},{"name":"Bertil Abrahamsson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6155739974613705,"gpt":0.5825211001848053,"spread":0.03305289727656524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1390027,0.001313057,0.002674561,0.002306561,0.001074859,0.009543457,0.002735036,0.005870423,0.006241058],"category_scores_gemma":[0.1718221,0.0009243649,0.001737277,0.001859625,0.01501627,0.006245658,0.005780592,0.007721588,0.002397547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004347101,"about_ca_system_score_gemma":0.005858819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282598,"about_ca_topic_score_gemma":0.0007227657,"domain_scores_codex":[0.8249177,0.1242161,0.008763399,0.00674479,0.03421759,0.001140432],"domain_scores_gemma":[0.7605439,0.1819411,0.01541986,0.01996422,0.02046085,0.001670053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001299404,0.0005365064,0.007836528,0.006926055,0.0003476504,0.001263669,0.002975828,0.005540891,0.01178491,0.2353092,0.01610977,0.7100696],"study_design_scores_gemma":[0.0008887555,0.009047053,0.01050812,0.008552158,0.0005191672,0.008590917,0.002241887,0.0176024,0.03079572,0.4298567,0.480948,0.0004490852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.02445081,0.1140098,0.6635002,0.09897195,0.005795877,0.002591832,0.0003980105,0.001067292,0.08921429],"genre_scores_gemma":[0.435545,0.05564225,0.454248,0.03403927,0.004622628,0.002440237,0.0004240519,0.0007295388,0.01230908],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1390027,"threshold_uncertainty_score":0.7351251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738876158","doi":"10.1021/acs.molpharmaceut.7b00426","title":"Low Buffer Capacity and Alternating Motility along the Human Gastrointestinal Tract: Implications for <i>in Vivo</i> Dissolution and Absorption of Ionizable Drugs","year":2017,"lang":"en","type":"article","venue":"Molecular Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":130,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"U.S. Food and Drug Administration","keywords":"Jejunum; Duodenum; Chemistry; In vivo; Dissolution; Stomach; Ibuprofen; Dissolution testing; Dosage form; Chromatography; Human gastrointestinal tract; Gastrointestinal tract; Bicarbonate; Absorption (acoustics); Pharmacology; Medicine; Internal medicine; Biochemistry; Materials science; Biopharmaceutics Classification System; Biology","authors":[{"name":"Bart Hens","is_ca":false},{"name":"Yasuhiro Tsume","is_ca":false},{"name":"Marival Bermejo","is_ca":false},{"name":"Paulo Paixão","is_ca":false},{"name":"Mark J. Koenigsknecht","is_ca":false},{"name":"Jason Baker","is_ca":false},{"name":"William L. Hasler","is_ca":false},{"name":"Robert Lionberger","is_ca":false},{"name":"Jianghong Fan","is_ca":false},{"name":"Joseph Dickens","is_ca":false},{"name":"Kerby Shedden","is_ca":false},{"name":"Bo Wen","is_ca":false},{"name":"Jeffrey Wysocki","is_ca":false},{"name":"Raimar Löebenberg","is_ca":true},{"name":"Allen Lee","is_ca":false},{"name":"Ann Frances","is_ca":false},{"name":"G.E. Amidon","is_ca":false},{"name":"Alex Yu","is_ca":false},{"name":"Gail Benninghoff","is_ca":false},{"name":"Niloufar Salehi","is_ca":false},{"name":"Arjang Talattof","is_ca":false},{"name":"Duxin Sun","is_ca":false},{"name":"Gordon L. Amidon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1059700953341727,"gpt":0.4130351071011738,"spread":0.3070650117670011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004446759,0.0002504233,0.0003663249,0.0002647987,0.0001799372,0.0005699872,0.0001742434,0.0003713035,0.000708736],"category_scores_gemma":[0.0008401193,0.0001493808,0.0001287902,0.0001444279,0.0005210941,0.0004032685,0.0002111909,0.0003019048,0.00009456103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532304,"about_ca_system_score_gemma":0.0002164487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151893,"about_ca_topic_score_gemma":0.000846333,"domain_scores_codex":[0.9998215,0.00006189357,0.00001383931,0.00005077383,0.00003054015,0.00002150629],"domain_scores_gemma":[0.9996605,0.0001016412,0.0001536422,0.00002065573,0.0000290101,0.00003463958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008135759,0.0001268248,0.1120338,0.0002608463,0.00008677708,0.0006131576,0.0004386101,0.0003245647,0.8599011,0.0002393414,0.0001209414,0.01771821],"study_design_scores_gemma":[0.00009410825,0.007073976,0.7377667,0.00003524277,0.0001598254,0.003311099,0.0009663972,0.002453229,0.245775,0.0003575815,0.001953561,0.00005329432],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957975,0.001983469,0.001562265,0.0001023398,0.00001036666,0.000027101,0.0001143337,0.00001070939,0.0003919245],"genre_scores_gemma":[0.9982783,0.0004206615,0.0009742606,0.00005274712,0.00001262519,0.00001457839,0.00008003745,0.000004473054,0.0001624825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001151893,"threshold_uncertainty_score":0.002370954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095547928","doi":"10.1016/j.jconrel.2005.02.010","title":"Enhancement of oral bioavailability of poorly water-soluble drugs by poly(ethylene glycol)-block-poly(alkyl acrylate-co-methacrylic acid) self-assemblies","year":2005,"lang":"en","type":"article","venue":"Journal of Controlled Release","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":127,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Bioavailability; Chemistry; Ethylene glycol; Micelle; Acrylate; Methacrylate; Amphiphile; Methacrylic acid; Polymer; Polymer chemistry; Organic chemistry; Polymerization; Aqueous solution; Copolymer; Pharmacology","authors":[{"name":"Vinayak Sant","is_ca":true},{"name":"Damon Smith","is_ca":false},{"name":"Jean‐Christophe Leroux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02823556763280111,"gpt":0.352505894331421,"spread":0.3242703266986199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001779191,0.0002718328,0.0002023431,0.0001256805,0.000104148,0.00017502,0.000135411,0.000270491,0.0008283294],"category_scores_gemma":[0.0001756382,0.0002093726,0.0002391705,0.00005316545,0.0001183134,0.000282097,0.0001429062,0.0004027865,0.0003115376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001476857,"about_ca_system_score_gemma":0.0001071246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002336802,"about_ca_topic_score_gemma":0.0002682743,"domain_scores_codex":[0.9999266,0.00001606525,0.000006416753,0.00001477649,0.00001585873,0.00002025388],"domain_scores_gemma":[0.9999161,0.00002616449,0.00002712128,0.000006783378,0.000009755403,0.00001399618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003087881,0.00004414966,0.00004920091,0.00002888929,0.00000443387,0.00003553138,0.00001324025,0.00009515602,0.996491,0.00007461692,0.00002971925,0.002825287],"study_design_scores_gemma":[0.00004252585,0.0005881283,0.0006393394,0.000002067357,0.00001664366,0.00004827867,0.00000317552,0.0009028802,0.9971354,0.00001453436,0.0006038183,0.000003184348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956576,0.001025697,0.00233685,0.00005670066,0.00002499653,0.00001827657,0.00002619669,0.0000609997,0.0007927761],"genre_scores_gemma":[0.995838,0.0004868422,0.001530058,0.00002741397,0.00002224177,0.0000190489,0.00003201239,0.00002019224,0.002024251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008283294,"threshold_uncertainty_score":0.00277102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2130415475","doi":"10.18433/j3530j","title":"Mechanism of Dissolution Enhancement and Bioavailability of Poorly Water Soluble Celecoxib by Preparing Stable Amorphous Nanoparticles","year":2010,"lang":"en","type":"article","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":125,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Key Research and Development Program of China","keywords":"Dissolution; Nanoparticle; Amorphous solid; X-ray photoelectron spectroscopy; Chemical engineering; Materials science; Differential scanning calorimetry; Solubility; Chemistry; Nuclear chemistry; Organic chemistry; Nanotechnology","authors":[{"name":"Yinghui Liu","is_ca":false},{"name":"Changshan Sun","is_ca":false},{"name":"Yanru Hao","is_ca":false},{"name":"Tongying Jiang","is_ca":false},{"name":"Zheng Li","is_ca":false},{"name":"Siling Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08097936581848658,"gpt":0.4100995710562521,"spread":0.3291202052377655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001561953,0.000344736,0.0001806555,0.0001756866,0.0001362685,0.0002125732,0.00019222,0.0002619782,0.0005776574],"category_scores_gemma":[0.0001140175,0.0001417795,0.0002264976,0.00008583016,0.0001894641,0.0002339321,0.0001313116,0.0002327971,0.0001802583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002570072,"about_ca_system_score_gemma":0.0001496812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004157935,"about_ca_topic_score_gemma":0.0003453916,"domain_scores_codex":[0.9999101,0.00001311371,0.000006646948,0.00002396431,0.00003346568,0.00001259443],"domain_scores_gemma":[0.9999574,0.000008178222,0.00001881868,0.000003771108,0.000007980063,0.000003776092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001081408,0.00003045337,0.000342131,0.0002026726,0.00001081499,0.0001800113,0.00001940617,0.0002617514,0.9943331,0.0006343883,0.00006520907,0.003812015],"study_design_scores_gemma":[0.00002392608,0.0002160035,0.001267284,0.000008966752,0.00001639609,0.0003546056,0.00001082985,0.003032424,0.9930315,0.0001217396,0.001912274,0.00000393594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638,0.01372004,0.01827517,0.0002892568,0.00005347978,0.000110248,0.000166509,0.00009642429,0.003488988],"genre_scores_gemma":[0.991116,0.002732843,0.004467789,0.0000332069,0.00001537158,0.00003115717,0.00008243199,0.000008375274,0.001512842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005776574,"threshold_uncertainty_score":0.001932442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968044660","doi":"10.1002/jps.22259","title":"Biowaiver Monographs for Immediate Release Solid Oral Dosage Forms: Ciprofloxacin Hydrochloride","year":2010,"lang":"en","type":"review","venue":"Journal of Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":125,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Fondo para la Investigación Científica y Tecnológica; Rijksinstituut voor Volksgezondheid en Milieu","keywords":"Ciprofloxacin Hydrochloride; Bioequivalence; Dosage form; Bioavailability; Active ingredient; Pharmacology; Excipient; Drug; Ciprofloxacin; Chemistry; Chromatography; Medicine; Antibiotics","authors":[{"name":"Marı́a Eugenia Olivera","is_ca":false},{"name":"Rubén H. Manzo","is_ca":false},{"name":"Hans E. Junginger","is_ca":false},{"name":"K.K. Midha","is_ca":true},{"name":"Vinod P. Shah","is_ca":false},{"name":"S. Stavchansky","is_ca":false},{"name":"Jennifer Dressman","is_ca":false},{"name":"D.M. Barends","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2844464997531947,"gpt":0.5378549431195205,"spread":0.2534084433663258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004234748,0.001616249,0.001162518,0.00476789,0.0003582313,0.0006017858,0.0007779443,0.001183871,0.01183008],"category_scores_gemma":[0.0006362342,0.0003507299,0.0003514853,0.00250728,0.000435202,0.0010511,0.0007128939,0.001546315,0.0112439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000328515,"about_ca_system_score_gemma":0.0009775502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001376552,"about_ca_topic_score_gemma":0.003675239,"domain_scores_codex":[0.9996804,0.00003690998,0.00005354986,0.00003282892,0.0001751618,0.00002118727],"domain_scores_gemma":[0.9995264,0.0001259642,0.0001465577,0.0000173161,0.0001440232,0.00003973589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008541147,0.0001368333,0.00006519654,0.006028103,0.00001478138,0.0002222668,0.0000422961,0.0001843639,0.01396016,0.0009353338,0.05051477,0.9278104],"study_design_scores_gemma":[0.00002371066,0.0001924341,0.0007444129,0.0009017608,0.0000358485,0.001281064,0.00002273809,0.0001136471,0.004558471,0.0003002277,0.9918113,0.00001438843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0021613,0.9675277,0.004240287,0.001076523,0.002145868,0.000170077,0.0003701807,0.0002485019,0.02205956],"genre_scores_gemma":[0.007277201,0.9076954,0.004124567,0.001196364,0.001425257,0.0001635526,0.0007527487,0.0000566111,0.07730843],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01183008,"threshold_uncertainty_score":0.03957558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154882995","doi":"10.1155/2014/204925","title":"Evaluation of the DDSolver Software Applications","year":2014,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":121,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Worksheet; Dissolution; Computer science; Algorithm; Software; Mathematics; Chemistry; Programming language","authors":[{"name":"Jieyu Zuo","is_ca":true},{"name":"Yuan Gao","is_ca":false},{"name":"Nádia Araci Bou‐Chacra","is_ca":false},{"name":"Raimar Löbenberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4409620772326709,"gpt":0.5736443878721087,"spread":0.1326823106394378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006029408,0.0008813487,0.0006415167,0.002404294,0.0002621211,0.001691255,0.001185549,0.0004449672,0.005219309],"category_scores_gemma":[0.01950522,0.0004309404,0.0006269377,0.001276657,0.0002361131,0.001027065,0.001145099,0.0006435439,0.002111563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004101207,"about_ca_system_score_gemma":0.0006882262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007081341,"about_ca_topic_score_gemma":0.0006162464,"domain_scores_codex":[0.9970902,0.0006008528,0.0004418225,0.0003761529,0.001376206,0.0001147882],"domain_scores_gemma":[0.988872,0.005513386,0.0005170991,0.0007604812,0.00415809,0.0001788929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003067388,0.0008161394,0.01792291,0.001740648,0.0003194442,0.0008658355,0.00134201,0.01226635,0.1064569,0.005551683,0.02381081,0.8258399],"study_design_scores_gemma":[0.0004907518,0.002510536,0.05405688,0.0005999452,0.0005682245,0.002105988,0.0006081972,0.2862616,0.4887793,0.003940538,0.1597431,0.0003349824],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3865904,0.001828596,0.4627403,0.0005615872,0.0003763503,0.002039745,0.008705466,0.1110464,0.02611117],"genre_scores_gemma":[0.413452,0.001617683,0.5466141,0.0003448031,0.00007431801,0.001637608,0.01162613,0.01195435,0.01267909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006029408,"threshold_uncertainty_score":0.03188694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053454808","doi":"10.1016/j.ijpharm.2009.01.003","title":"Development and characterization of oral lipid-based Amphotericin B formulations with enhanced drug solubility, stability and antifungal activity in rats infected with Aspergillus fumigatus or Candida albicans","year":2009,"lang":"en","type":"article","venue":"International Journal of Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":120,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; BC Cancer Agency; University of British Columbia; British Columbia Institute of Technology","funders":"Natural Sciences and Engineering Research Council of Canada; British Columbia Centre for Disease Control","keywords":"Candida albicans; Aspergillus fumigatus; Amphotericin B; Antifungal drug; Chemistry; Solubility; Dosage form; PEG ratio; Pharmacokinetics; Chromatography; Corpus albicans; Pharmacology; Microbiology; Medicine; Biology; Antifungal","authors":[{"name":"Ellen K. Wasan","is_ca":true},{"name":"Karen H. Bartlett","is_ca":true},{"name":"Pavel Gershkovich","is_ca":true},{"name":"Olena Sivak","is_ca":true},{"name":"Brian Banno","is_ca":true},{"name":"Zhao Wong","is_ca":true},{"name":"Jeffrey Gagnon","is_ca":true},{"name":"Byron D. Gates","is_ca":true},{"name":"Carlos León","is_ca":true},{"name":"Kishor M. Wasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07472989519691771,"gpt":0.388324580725728,"spread":0.3135946855288103,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001582636,0.0002301207,0.0001745858,0.0001866729,0.0001176105,0.000180416,0.0001089147,0.0001997569,0.0003362124],"category_scores_gemma":[0.0001754885,0.0001574567,0.0001876773,0.0001080247,0.0001654152,0.0002619739,0.00009056848,0.0003000511,0.0001038385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001410149,"about_ca_system_score_gemma":0.0001934819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005865098,"about_ca_topic_score_gemma":0.0005491007,"domain_scores_codex":[0.9999393,0.000008486466,0.000006365241,0.0000129097,0.00001966931,0.00001329759],"domain_scores_gemma":[0.9999061,0.00001483514,0.00004220435,0.000006552476,0.00001595898,0.00001441897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00012702,0.00003208671,0.00006514395,0.00001760221,0.000001984202,0.00001739824,0.000006411707,0.00005177107,0.9981108,0.00003308407,0.000007257375,0.001529421],"study_design_scores_gemma":[0.00002233611,0.000633134,0.00116886,0.000002364016,0.00001578082,0.00008823504,0.00000828417,0.0003625487,0.9972269,0.00002014641,0.0004482683,0.000003063316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934537,0.0009656419,0.005047449,0.00004216294,0.000008732329,0.00004616469,0.0001296799,0.0000280249,0.0002784721],"genre_scores_gemma":[0.991614,0.0009676801,0.006176051,0.00002517452,0.000006515046,0.00004616431,0.0001684213,0.00001221271,0.0009838459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005865098,"threshold_uncertainty_score":0.001166165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809823000","doi":"10.4212/cjhp.v50i4.2071","title":"Pharmaceutical Dosage Forms: Disperse Systems","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":119,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Dosage form; Chemistry; Computer science; Pharmacology; Medicine","authors":[{"name":"Pauline McCalla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1002547560587536,"gpt":0.4090034884037089,"spread":0.3087487323449553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005170206,0.000774461,0.0006418534,0.001239739,0.0004798296,0.001289682,0.0005642507,0.001227483,0.01403709],"category_scores_gemma":[0.0007415254,0.0003554574,0.0002591083,0.0008475113,0.000530549,0.001928476,0.000743721,0.0009040126,0.01004788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004464547,"about_ca_system_score_gemma":0.000475882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005439405,"about_ca_topic_score_gemma":0.000760522,"domain_scores_codex":[0.9993865,0.00009187104,0.00005549309,0.0001294282,0.0002906368,0.00004588638],"domain_scores_gemma":[0.9997012,0.0000755963,0.00009636556,0.0000268247,0.00006780204,0.0000320806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004057657,0.000264815,0.0003967521,0.003945199,0.00004394599,0.000985028,0.000243276,0.0008845933,0.3544149,0.02411007,0.02721545,0.5870902],"study_design_scores_gemma":[0.0001135383,0.001353652,0.001092456,0.0002583737,0.00007640409,0.003782811,0.00008553883,0.001840275,0.2936248,0.003307835,0.6944119,0.0000524432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1364413,0.4355096,0.2060283,0.009606767,0.005050459,0.00239163,0.001992098,0.004659769,0.1983202],"genre_scores_gemma":[0.3443258,0.2142488,0.1084419,0.003754907,0.002630601,0.000683987,0.001241435,0.0006072308,0.3240653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01403709,"threshold_uncertainty_score":0.0469588,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964906039","doi":"10.1016/j.ejpb.2008.10.019","title":"Computer simulations using GastroPlus™ to justify a biowaiver for etoricoxib solid oral drug products","year":2008,"lang":"en","type":"article","venue":"European Journal of Pharmaceutics and Biopharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":117,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Merck Canada Inc. (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Merck Canada","keywords":"Etoricoxib; IVIVC; Solubility; Biopharmaceutics Classification System; Dissolution; Chemistry; Dissolution testing; Bioequivalence; Dosage form; Drug; Chromatography; Pharmacology; In vivo; Active ingredient; Pharmacokinetics; Absorption (acoustics); Materials science; Organic chemistry; Medicine","authors":[{"name":"Arthur Okumu","is_ca":true},{"name":"Marie DiMaso","is_ca":true},{"name":"Raimar Löbenberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2715340040026659,"gpt":0.4497918519928551,"spread":0.1782578479901892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004076951,0.0005797816,0.0009283344,0.0006755743,0.0009315423,0.001071562,0.0008455857,0.002271639,0.009348071],"category_scores_gemma":[0.002880054,0.0006168581,0.000713475,0.0006164235,0.0007994903,0.0005785291,0.0004920721,0.001071815,0.0003905126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781636,"about_ca_system_score_gemma":0.001800477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02917326,"about_ca_topic_score_gemma":0.01501098,"domain_scores_codex":[0.9998398,0.00004528948,0.000009232161,0.00001640755,0.00004697627,0.0000423679],"domain_scores_gemma":[0.9976252,0.0018879,0.0001264286,0.00005075989,0.000229309,0.00008041317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000626695,0.00002293961,0.000287031,0.00002192333,0.000007562214,0.00005226156,0.00001755043,0.9943394,0.0002314416,0.003637846,0.0002641218,0.001055148],"study_design_scores_gemma":[0.00004014395,0.00003152943,0.000100104,0.000006321674,0.000006804596,0.000006044553,0.00002031597,0.9984169,0.0001824428,0.0008184682,0.0003667786,0.000004180161],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877891,0.0004771034,0.02451226,0.002091794,0.0002912006,0.0001500495,0.001170896,0.0001874049,0.08333011],"genre_scores_gemma":[0.9821587,0.0001631245,0.009331868,0.0001661777,0.00003657431,0.0001324106,0.0002837347,0.00005333592,0.007674022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02917326,"threshold_uncertainty_score":0.05800688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2540939604","doi":"10.2174/1381612822666161027111957","title":"Challenges and Future Prospects of Nanoemulsion as a Drug Delivery System","year":2016,"lang":"en","type":"review","venue":"Current Pharmaceutical Design","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":115,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Drug; Drug delivery; Flexibility (engineering); Bioavailability; Biochemical engineering; Pharmacokinetics; Process (computing); Pharmacology; Nanotechnology; Computer science; Materials science; Medicine; Engineering","authors":[{"name":"Megumi Nishitani Yukuyama","is_ca":false},{"name":"Edna Tomiko Myiake Kato","is_ca":false},{"name":"Raimar Löbenberg","is_ca":true},{"name":"Nádia Araci Bou‐Chacra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3123961485385279,"gpt":0.4795261717162859,"spread":0.167130023177758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008201055,0.0005742673,0.000845651,0.001116112,0.0002847505,0.001080621,0.000627136,0.001388378,0.002899586],"category_scores_gemma":[0.0004312077,0.0002497335,0.0005027147,0.001025652,0.0004743128,0.002143722,0.0006462763,0.001545261,0.001642263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005408613,"about_ca_system_score_gemma":0.001188663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008377099,"about_ca_topic_score_gemma":0.001235705,"domain_scores_codex":[0.9997551,0.00004860415,0.00002826605,0.00004465415,0.00009255494,0.00003081599],"domain_scores_gemma":[0.9997783,0.00008545637,0.00002679915,0.000007236238,0.0000786398,0.0000235444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008210853,0.0001683841,0.0002433271,0.02353768,0.00005065763,0.0005761971,0.0002120759,0.0009999287,0.01982435,0.02592633,0.02133317,0.9070457],"study_design_scores_gemma":[0.000009293127,0.0001367387,0.0004005579,0.001922484,0.00004630113,0.001157922,0.0001099885,0.0003988083,0.002478374,0.004995002,0.9883238,0.00002056427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004574441,0.9955792,0.000682703,0.0009549053,0.0002175882,0.000004786565,0.0000106385,0.000012367,0.002080469],"genre_scores_gemma":[0.00268654,0.9938963,0.0009929226,0.0004176246,0.0002305089,0.00001098042,0.00002044506,0.000003894914,0.001740735],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002899586,"threshold_uncertainty_score":0.00970006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411658519","doi":"10.51847/zqlooze","title":"10.51847/zQlOOZe","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Bioavailability; Solubilization; Chemistry; Pharmaceutical sciences; Pharmacology; Medicine; Biochemistry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1368966393978034,"gpt":0.4053165955403412,"spread":0.2684199561425378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002819545,0.00110207,0.0007422072,0.001626951,0.0006569076,0.002217276,0.001207385,0.001543733,0.8797339],"category_scores_gemma":[0.0005891386,0.0003196247,0.0005083333,0.001640346,0.0004556148,0.001737608,0.001748919,0.0009461859,0.8973148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005255245,"about_ca_system_score_gemma":0.0005054985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118899,"about_ca_topic_score_gemma":0.0009355373,"domain_scores_codex":[0.9998078,0.00001559877,0.00001471332,0.00005061871,0.00008007138,0.00003131385],"domain_scores_gemma":[0.9997737,0.00005009603,0.00001887559,0.00002734334,0.00008008011,0.00004998522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001131198,0.00008901071,0.0002348849,0.0009818253,0.00001699716,0.0001782944,0.00005317029,0.00018292,0.00373936,0.004041828,0.1048655,0.8855031],"study_design_scores_gemma":[0.00001925989,0.00004864247,0.000412613,0.0002572387,0.000008681607,0.000332884,0.00003415047,0.0000532872,0.0005566696,0.0008346978,0.9974348,0.000007101199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001594875,0.01624741,0.002140573,0.0007923367,0.001240118,0.0001317439,0.001117337,0.00136945,0.975366],"genre_scores_gemma":[0.003303472,0.006656234,0.001376124,0.0006495278,0.0001855895,0.00006548964,0.001037236,0.0001837722,0.9865425],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1202661,"threshold_uncertainty_score":0.1715449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087079029","doi":"10.1007/s11095-008-9642-z","title":"Dynamic Dissolution Testing To Establish In Vitro/In Vivo Correlations for Montelukast Sodium, a Poorly Soluble Drug","year":2008,"lang":"en","type":"article","venue":"Pharmaceutical Research","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":112,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Merck Canada Inc. (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Merck Canada; University of Alberta","keywords":"Dissolution; Solubility; IVIVC; Chemistry; Chromatography; Dissolution testing; Dosage form; Montelukast; In vivo; Biopharmaceutics Classification System; Organic chemistry","authors":[{"name":"Arthur Okumu","is_ca":true},{"name":"Marie DiMaso","is_ca":true},{"name":"Raimar Löbenberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3652527937097075,"gpt":0.5225192322891725,"spread":0.157266438579465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069961,0.0005160307,0.0004274804,0.0006265026,0.0004178341,0.0004927696,0.0003383444,0.0004433894,0.001687005],"category_scores_gemma":[0.001805525,0.0003246912,0.000444688,0.0005302734,0.0003953499,0.0006242631,0.0003483569,0.0008214273,0.0005995447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004508944,"about_ca_system_score_gemma":0.000731897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00341623,"about_ca_topic_score_gemma":0.004560863,"domain_scores_codex":[0.9990392,0.0002065996,0.00007910378,0.0001516979,0.0004420655,0.00008140166],"domain_scores_gemma":[0.9987803,0.0004919498,0.0002142578,0.0001072708,0.0003475648,0.00005857387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002119401,0.0001078704,0.0009627442,0.00006333312,0.00001198733,0.00003794466,0.00004939454,0.0001537729,0.992851,0.0001016285,0.00006588907,0.00538255],"study_design_scores_gemma":[0.00001493128,0.001432178,0.004388158,0.000007586551,0.0000416805,0.0002332117,0.0000494938,0.002743085,0.9892245,0.00003870785,0.001814682,0.00001173868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9184911,0.004465642,0.06815941,0.0002616662,0.0001197073,0.0006158637,0.0008368033,0.0002596903,0.006790031],"genre_scores_gemma":[0.9348387,0.00258305,0.05421587,0.0001456948,0.00003580348,0.00029162,0.0008423012,0.00009214992,0.006954849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00341623,"threshold_uncertainty_score":0.006792724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1496163790","doi":"10.18433/j38w25","title":"Osmotically Controlled Drug Delivery System with Associated Drugs","year":2010,"lang":"en","type":"review","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":110,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Bioavailability; Transdermal; Drug; Drug delivery; Pharmacology; Dosage form; Pharmacokinetics; Controlled release; Oral administration; Dosing; Medicine; Chemistry","authors":[{"name":"Brahma Prakash Gupta","is_ca":false},{"name":"Navneet Thakur","is_ca":false},{"name":"Nishi Jain","is_ca":false},{"name":"Jitendra Banweer","is_ca":false},{"name":"Surendra Jain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1603405954557238,"gpt":0.4729716153031027,"spread":0.3126310198473789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002308655,0.0005608409,0.0008597284,0.00111155,0.000282987,0.0005706139,0.0006425535,0.0006625427,0.002166755],"category_scores_gemma":[0.0002217809,0.0002370987,0.0003955893,0.0008663388,0.0003055304,0.000925161,0.0004804307,0.0007389318,0.002016271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000414734,"about_ca_system_score_gemma":0.0003697358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003921361,"about_ca_topic_score_gemma":0.0004598294,"domain_scores_codex":[0.9997247,0.00003124222,0.00002178514,0.00005357859,0.0001463871,0.00002230317],"domain_scores_gemma":[0.9999273,0.00001783677,0.00002531611,0.00000403332,0.00001938661,0.000006142377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001522501,0.0002066968,0.0002800333,0.009866319,0.00007758332,0.0008761483,0.0001088884,0.0008532864,0.3021325,0.00795589,0.01090385,0.6665866],"study_design_scores_gemma":[0.00004248805,0.0006610559,0.001076375,0.0004428691,0.0001094466,0.004891143,0.00004190348,0.001244266,0.1379663,0.001286624,0.8521824,0.00005516141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01540591,0.9353357,0.02647558,0.0006783287,0.0008693664,0.0002170593,0.000206522,0.0003878814,0.02042366],"genre_scores_gemma":[0.08638319,0.8496658,0.0294063,0.0009842238,0.0007069707,0.0003685289,0.0003320218,0.0000502347,0.03210279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002166755,"threshold_uncertainty_score":0.007248521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991909351","doi":"10.1007/s11095-007-9412-3","title":"Predicting the Solubility of the Anti-Cancer Agent Docetaxel in Small Molecule Excipients using Computational Methods","year":2007,"lang":"en","type":"article","venue":"Pharmaceutical Research","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":108,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; BioPhage Pharma (Canada); University of Toronto","funders":"","keywords":"Docetaxel; Solubility; Chemistry; Excipient; Molecular dynamics; Chromatography; Computational chemistry; Organic chemistry; Cancer; Medicine","authors":[{"name":"Loan Huynh","is_ca":true},{"name":"Justin Grant","is_ca":true},{"name":"Jean‐Christophe Leroux","is_ca":true},{"name":"Pascal Delmas","is_ca":true},{"name":"Christine Allen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6327525557782577,"gpt":0.6484099683070088,"spread":0.01565741252875108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000400407,0.0004021031,0.0006600416,0.000465586,0.000369222,0.0007425326,0.0004877204,0.0009391558,0.0009867445],"category_scores_gemma":[0.001466013,0.0004496113,0.0007335127,0.0004198202,0.0003162731,0.0006361376,0.0002558583,0.0005117152,0.0001570443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007980121,"about_ca_system_score_gemma":0.001542146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01301505,"about_ca_topic_score_gemma":0.008873624,"domain_scores_codex":[0.9999135,0.00002703707,0.000006279101,0.00001289059,0.00002797967,0.00001229484],"domain_scores_gemma":[0.999168,0.0006711337,0.0000509963,0.00002150585,0.00006390382,0.00002435417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003642878,0.00002426687,0.0007939597,0.00002605345,0.00001413151,0.00003088278,0.000005869542,0.9957144,0.0007694452,0.0004813024,0.0001028204,0.002000523],"study_design_scores_gemma":[0.000006977762,0.000009088731,0.00006778359,8.228821e-7,0.000003728457,0.000003160121,0.000002185685,0.9992464,0.0004483501,0.0001624401,0.0000478692,0.000001232706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453482,0.0004723315,0.04857831,0.0004601739,0.00003371179,0.00005389205,0.0004713541,0.0002999961,0.004282009],"genre_scores_gemma":[0.9844196,0.0002017299,0.01394723,0.00003870447,0.00001003636,0.00006140174,0.0002405133,0.00003188264,0.001048739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01301505,"threshold_uncertainty_score":0.02587861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2614551883","doi":"10.1208/s12248-017-0085-5","title":"Evolution of Choice of Solubility and Dissolution Media After Two Decades of Biopharmaceutical Classification System","year":2017,"lang":"en","type":"article","venue":"The AAPS Journal","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":106,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Biopharmaceutics Classification System; Biopharmaceutics; Solubility; IVIVC; Biopharmaceutical; Dissolution; Bioequivalence; Drug; Chemistry; In vivo; Biochemical engineering; Bioavailability; Aqueous medium; Chromatography; Pharmacology; Dissolution testing; Computer science; Aqueous solution; Medicine; Organic chemistry; Engineering; Biotechnology; Biochemistry","authors":[{"name":"Nádia Araci Bou‐Chacra","is_ca":false},{"name":"Katherine Jasmine Curo Melo","is_ca":false},{"name":"Ivan Andrés Cordova Morales","is_ca":false},{"name":"Erika Stippler","is_ca":false},{"name":"Filippos Kesisoglou","is_ca":false},{"name":"Mehran Yazdanian","is_ca":false},{"name":"Raimar Löbenberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1795414485862526,"gpt":0.4578191004350001,"spread":0.2782776518487474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01280785,0.001376554,0.002321864,0.005674773,0.0008298007,0.004803845,0.002022183,0.002592007,0.001710182],"category_scores_gemma":[0.01204205,0.0009743886,0.001474792,0.003899715,0.002220626,0.005639871,0.002463247,0.004327455,0.002062347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003704805,"about_ca_system_score_gemma":0.003419082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004356109,"about_ca_topic_score_gemma":0.002196824,"domain_scores_codex":[0.9901224,0.002008634,0.001669255,0.001817869,0.004057115,0.0003248412],"domain_scores_gemma":[0.9943593,0.002244898,0.0005870886,0.0002473073,0.002413954,0.0001473404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009561707,0.0002497424,0.003245044,0.01006261,0.0001806974,0.0006641664,0.000766006,0.002989182,0.05926796,0.08046963,0.02151271,0.8196362],"study_design_scores_gemma":[0.00007944425,0.001061541,0.003491007,0.003046872,0.0002438847,0.002090894,0.0004979404,0.005895371,0.09653859,0.01475511,0.8718933,0.0004061417],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02883316,0.8406323,0.08316027,0.009977858,0.003221036,0.0006423961,0.001361481,0.0006217357,0.03154975],"genre_scores_gemma":[0.1049972,0.7134998,0.1513917,0.007555439,0.002761911,0.001185824,0.00278453,0.0005999106,0.01522363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01280785,"threshold_uncertainty_score":0.0677352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039499240","doi":"10.1016/j.ijpharm.2007.03.037","title":"Combining SEM, TEM, and micro-Raman techniques to differentiate between the amorphous molecular level dispersions and nanodispersions of a poorly water-soluble drug within a polymer matrix","year":2007,"lang":"en","type":"article","venue":"International Journal of Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":105,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Amorphous solid; Materials science; Dissolution; Polymer; Chemical engineering; Nanoparticle; Dispersion (optics); Raman spectroscopy; Particle size; Matrix (chemical analysis); Nanotechnology; Chemistry; Composite material; Organic chemistry; Optics","authors":[{"name":"E KARAVAS","is_ca":false},{"name":"M. Georgarakis","is_ca":false},{"name":"Aristides Docoslis","is_ca":true},{"name":"Dimitrios Ν. Bikiaris","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07416742127544344,"gpt":0.4184977985661764,"spread":0.3443303772907329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006134807,0.0006299095,0.0003447687,0.0007723343,0.0003004662,0.000542753,0.0003453243,0.0004581611,0.001178858],"category_scores_gemma":[0.0006189596,0.0004766874,0.0002565944,0.0003010977,0.0003745774,0.0007963338,0.0003763805,0.0008617148,0.000647618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001508604,"about_ca_system_score_gemma":0.0002501023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005027762,"about_ca_topic_score_gemma":0.002420713,"domain_scores_codex":[0.9998029,0.0000228478,0.00001978297,0.00005058941,0.00007937433,0.00002447777],"domain_scores_gemma":[0.9990031,0.0004255647,0.00009203483,0.0001219127,0.0003021735,0.00005521871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001464695,0.00001349691,0.0002032903,0.00002190568,0.000006077606,0.0000174247,0.00001360419,0.00004302147,0.9969082,0.00008436436,0.00002065444,0.002653315],"study_design_scores_gemma":[0.000004344983,0.00007104791,0.001758902,0.000003630681,0.00001242371,0.0002202315,0.00002726004,0.002359143,0.9947727,0.0001070982,0.0006570115,0.000006105546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.527121,0.001865996,0.4626,0.0003377319,0.0002103909,0.000268154,0.0003080677,0.001148813,0.006139784],"genre_scores_gemma":[0.4387363,0.001882466,0.5512874,0.0002785854,0.00004621032,0.0002007923,0.0004080752,0.0002514227,0.006908737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001178858,"threshold_uncertainty_score":0.003943682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944090840","doi":"10.1016/j.ejpb.2019.05.004","title":"Niclosamide repositioning for treating cancer: Challenges and nano-based drug delivery opportunities","year":2019,"lang":"en","type":"review","venue":"European Journal of Pharmaceutics and Biopharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":105,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; U.S. Department of Energy","keywords":"Niclosamide; Medicine; Drug; Biopharmaceutical; Drug delivery; Clinical trial; Drug repositioning; Pharmacology; Prostate cancer; Cancer; Intensive care medicine; Nanotechnology; Biotechnology; Internal medicine; Biology","authors":[{"name":"Eduardo José Barbosa","is_ca":false},{"name":"Raimar Löbenberg","is_ca":true},{"name":"Gabriel Lima Barros de Araújo","is_ca":false},{"name":"Nádia Araci Bou‐Chacra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4338339020698205,"gpt":0.4684047069654056,"spread":0.03457080489558512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004439878,0.0005512925,0.001034967,0.001193396,0.0001930038,0.0009374142,0.0005957099,0.0007849468,0.002326742],"category_scores_gemma":[0.0004063962,0.0002447428,0.0004584944,0.001086067,0.0003439724,0.0009442969,0.0004340695,0.001322817,0.001032025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004148525,"about_ca_system_score_gemma":0.0007784505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121203,"about_ca_topic_score_gemma":0.002732096,"domain_scores_codex":[0.9998538,0.00002067908,0.00001726442,0.00002831087,0.00006152675,0.00001836805],"domain_scores_gemma":[0.9998437,0.0000700307,0.00002920007,0.000005553317,0.00004048719,0.00001097692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009527711,0.0001266008,0.0001475371,0.01263502,0.00007488257,0.0001619051,0.00005693376,0.0006400883,0.008958215,0.004344398,0.01025682,0.9625022],"study_design_scores_gemma":[0.00003519775,0.0003165391,0.000801274,0.002616117,0.000173804,0.001414994,0.00009223188,0.0006223364,0.005804753,0.002071063,0.9860166,0.00003508562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000482423,0.9979208,0.0002859621,0.0002024154,0.00009313706,0.000005347455,0.00001729668,0.000008154369,0.0009844156],"genre_scores_gemma":[0.002393025,0.9961581,0.0003955184,0.0001401888,0.00008351628,0.000007793409,0.00002744761,0.000002159626,0.0007921779],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002326742,"threshold_uncertainty_score":0.007783651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973393008","doi":"10.1208/s12249-008-9060-x","title":"Effect of Drug Solubility on Polymer Hydration and Drug Dissolution from Polyethylene Oxide (PEO) Matrix Tablets","year":2008,"lang":"en","type":"article","venue":"AAPS PharmSciTech","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":104,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Solubility; Dissolution; Polyethylene oxide; Drug; Polymer; Chemistry; Matrix (chemical analysis); Chemical engineering; Polyethylene; Materials science; Organic chemistry; Chromatography; Pharmacology; Medicine","authors":[{"name":"Hongtao Li","is_ca":true},{"name":"Robert J. Hardy","is_ca":true},{"name":"Xiaochen Gu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03722234705613126,"gpt":0.3726687105876328,"spread":0.3354463635315015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004836628,0.0002946673,0.0003035522,0.0001815971,0.0001955542,0.0003027086,0.0001698332,0.0002261983,0.001838578],"category_scores_gemma":[0.001472443,0.0002900864,0.0003206872,0.0002019965,0.0003246376,0.0006826899,0.0002401425,0.000521145,0.0003280922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001979721,"about_ca_system_score_gemma":0.0003094507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009958,"about_ca_topic_score_gemma":0.001162109,"domain_scores_codex":[0.9996898,0.0000827996,0.0000448301,0.00004603519,0.00007219988,0.00006439124],"domain_scores_gemma":[0.9990251,0.0006513821,0.0001311993,0.00004431388,0.00007270411,0.00007528648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008243103,0.0003127917,0.001217209,0.0001717637,0.00003747676,0.0002463724,0.0002292056,0.0005107668,0.9821249,0.0000971278,0.0001170253,0.006692114],"study_design_scores_gemma":[0.0000449473,0.001315235,0.002765286,0.000004514656,0.00002818659,0.00006062914,0.00001976078,0.001460226,0.993996,0.00001026112,0.0002886351,0.000006304555],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978964,0.000542562,0.0005984415,0.00003484719,0.00001694124,0.00002690724,0.00008640513,0.00003326741,0.0007641376],"genre_scores_gemma":[0.9976973,0.0003361671,0.000803403,0.00002022978,0.0000189491,0.00001265735,0.0001024543,0.00002628916,0.0009826701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001838578,"threshold_uncertainty_score":0.006150603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064715455","doi":"10.1007/s11095-006-9080-8","title":"Coupling Between Chemical Reactivity and Structural Relaxation in Pharmaceutical Glasses","year":2006,"lang":"en","type":"article","venue":"Pharmaceutical Research","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":104,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Merck Canada","keywords":"Amorphous solid; Differential scanning calorimetry; Relaxation (psychology); Chemistry; Isothermal microcalorimetry; Chemical stability; Molecular dynamics; Enthalpy; Reactivity (psychology); Glass transition; Diffusion; Molecule; Organic chemistry; Physical chemistry; Chemical physics; Materials science; Thermodynamics; Computational chemistry; Polymer","authors":[{"name":"Sheri L. Shamblin","is_ca":false},{"name":"Bruno C. Hancock","is_ca":false},{"name":"Michael J. Pikal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3319899613728902,"gpt":0.5513424900024531,"spread":0.2193525286295628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002741461,0.0001657395,0.0001452415,0.0003163208,0.0003063134,0.0002631221,0.0003126674,0.0003061269,0.002639538],"category_scores_gemma":[0.0005161898,0.0003081855,0.0001598087,0.0001645847,0.0006732383,0.0004845231,0.0003746415,0.0005937283,0.0001607249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002492204,"about_ca_system_score_gemma":0.0001463964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007819035,"about_ca_topic_score_gemma":0.0007988049,"domain_scores_codex":[0.9998858,0.00002674617,0.000004418653,0.00002878764,0.00002687245,0.0000274296],"domain_scores_gemma":[0.9997081,0.0001633957,0.00006299015,0.00001964933,0.00002030129,0.0000255146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002341811,0.00002681045,0.0009123858,0.00007729966,0.00001547421,0.0001274468,0.0001714332,0.001275167,0.9896506,0.002899913,0.000115204,0.004494108],"study_design_scores_gemma":[0.00006678305,0.000460456,0.02004085,0.00002031699,0.00003677489,0.0002409817,0.0002570358,0.02563773,0.9479982,0.00332498,0.001863055,0.00005286613],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872522,0.001120936,0.00711626,0.0002417895,0.00003821617,0.00002124662,0.0000499302,0.0000661678,0.004093172],"genre_scores_gemma":[0.9985036,0.0002377483,0.0004724573,0.00005824302,0.00001298034,0.000008732733,0.00002688563,0.00001700397,0.000662349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002639538,"threshold_uncertainty_score":0.00883013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071925169","doi":"10.1002/jps.20392","title":"Biowaiver monographs for immediate release solid oral dosage forms: Ranitidine hydrochloride","year":2005,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":103,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Dosage form; Ranitidine; Pharmacology; Immediate release; Ranitidine Hydrochloride; Chemistry; Medicine","authors":[{"name":"Hanna Kortejärvi","is_ca":false},{"name":"Marjo Yliperttula","is_ca":false},{"name":"Jennifer Dressman","is_ca":false},{"name":"Hans E. Junginger","is_ca":false},{"name":"K.K. Midha","is_ca":true},{"name":"Vinod P. Shah","is_ca":false},{"name":"D.M. Barends","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1666388667596966,"gpt":0.4763630237011274,"spread":0.3097241569414309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008221685,0.001554601,0.0007166141,0.003488443,0.0007586592,0.0007933865,0.0009867911,0.002028335,0.03989547],"category_scores_gemma":[0.001162646,0.0005909035,0.0003374896,0.001377955,0.0004121503,0.0009189913,0.0006916737,0.001971294,0.03665865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004205814,"about_ca_system_score_gemma":0.0009667962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001384364,"about_ca_topic_score_gemma":0.005149847,"domain_scores_codex":[0.9993638,0.0001161015,0.00007546312,0.00006301098,0.0003407687,0.00004093674],"domain_scores_gemma":[0.9985697,0.0003801522,0.0003313278,0.00009444912,0.0005338297,0.00009050951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002862669,0.0002856233,0.0002663432,0.001694713,0.0000156589,0.0004448205,0.0001120959,0.0004450309,0.06892787,0.002997544,0.2863333,0.6381907],"study_design_scores_gemma":[0.0000224803,0.000320698,0.001106767,0.00019828,0.00001458554,0.0007984333,0.00001556222,0.0002937213,0.00941519,0.0003383679,0.9874632,0.00001265743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02231125,0.2820756,0.06421798,0.01595508,0.01750117,0.001954045,0.003875514,0.005942081,0.5861672],"genre_scores_gemma":[0.02936959,0.08122206,0.01136512,0.004962414,0.004714355,0.0006708756,0.002543363,0.0006584822,0.8644937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03989547,"threshold_uncertainty_score":0.1334637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031727690","doi":"10.1016/j.ijpharm.2012.11.033","title":"Food proteins as novel nanosuspension stabilizers for poorly water-soluble drugs","year":2012,"lang":"en","type":"article","venue":"International Journal of Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":101,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; Fudan University","keywords":"Bioavailability; Sonication; Particle size; Dissolution; Whey protein; Denaturation (fissile materials); Chemistry; Particle (ecology); Chemical engineering; Particle-size distribution; Solubility; Particle aggregation; Protein aggregation; Chromatography; Whey protein isolate; Stabilizer (aeronautics); Nanoparticle; Drug; Materials science; Nanotechnology; Organic chemistry; Nuclear chemistry; Biochemistry; Pharmacology","authors":[{"name":"Wei He","is_ca":false},{"name":"Yi Lü","is_ca":false},{"name":"Jianping Qi","is_ca":false},{"name":"Lingyun Chen","is_ca":true},{"name":"Fuqiang Hu","is_ca":false},{"name":"Wei Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1486240921900985,"gpt":0.4486651080111666,"spread":0.3000410158210681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002643286,0.0003633839,0.0002389346,0.0002516393,0.0001821874,0.0003266141,0.0002372403,0.0003598616,0.0006430862],"category_scores_gemma":[0.0001991615,0.00017172,0.0002737488,0.0001514053,0.0002557286,0.0003592538,0.000239715,0.0003486353,0.0003578383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002419215,"about_ca_system_score_gemma":0.0001689136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004038161,"about_ca_topic_score_gemma":0.0006169792,"domain_scores_codex":[0.9998634,0.00003310634,0.000008988545,0.00002932287,0.0000343016,0.00003085288],"domain_scores_gemma":[0.9999161,0.00001465057,0.00002503008,0.000004933308,0.00002190319,0.00001735265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000119531,0.00003195817,0.00007420228,0.00006767725,0.00001007648,0.00005602802,0.00002750078,0.0001819546,0.9945068,0.0002342706,0.00007389516,0.004616226],"study_design_scores_gemma":[0.00001243469,0.0002892479,0.0004507313,0.00000375771,0.00001417355,0.00006126781,0.000010126,0.0009966576,0.9957865,0.00003278107,0.002337986,0.000004320843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810314,0.004722295,0.01192632,0.0001888332,0.0001232735,0.00008427261,0.00007737539,0.000157399,0.001688825],"genre_scores_gemma":[0.9870405,0.001653646,0.00761232,0.00009517219,0.00003518683,0.00003588985,0.00009174651,0.00004085785,0.003394762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006430862,"threshold_uncertainty_score":0.00215131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}