{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":80,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":80,"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":"8a76d602fea1","filters":{"venue":"Drug Development and Industrial Pharmacy"}},"results":[{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005589367,0.0003053289,0.000561282,0.0001894908,0.0002071148,0.0000209929,0.0001759694,0.0002167597,0.0001355226],"category_scores_gemma":[0.00004998995,0.0002682988,0.00005794866,0.0003694522,0.0003644791,0.0003525034,0.0001314689,0.0006342804,0.00001055901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005775903,"about_ca_system_score_gemma":0.0003866987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007102448,"about_ca_topic_score_gemma":0.000007310832,"domain_scores_codex":[0.9980996,0.000202168,0.0006890502,0.0003670078,0.0002792141,0.0003629833],"domain_scores_gemma":[0.9988689,0.0001879601,0.000388985,0.0001250518,0.0001524094,0.0002766312],"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":[0.002910304,0.001232382,0.04575056,0.0003111057,0.0007213198,0.00001771225,0.01061474,0.00008396969,0.9105566,0.0004930351,0.001193556,0.02611477],"study_design_scores_gemma":[0.01107254,0.0000840701,0.002105458,0.0001366819,0.0001675325,0.00001617906,0.0005209852,0.00009972294,0.9415478,0.00003230275,0.0438293,0.0003874695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975393,0.0001575145,0.00006495769,0.0005247331,0.0004466911,0.0005945824,0.0001348203,0.00003917102,0.0004982195],"genre_scores_gemma":[0.9984673,0.0003099942,0.0001295855,0.0002264861,0.0002672978,0.00003082282,0.0001604418,0.00002272233,0.0003853424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0436451,"threshold_uncertainty_score":0.9999769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109391543","doi":"10.1080/03639040601155665","title":"Cyclosporine A: A Review of Current Oral and Intravenous Delivery Systems","year":2007,"lang":"en","type":"review","venue":"Drug Development and Industrial Pharmacy","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Pharmacology; Immune system; Rheumatoid arthritis; Bone marrow; Psoriasis; Immunology","authors":[{"name":"Pascal Beauchesne","is_ca":true},{"name":"Nancy Chung","is_ca":true},{"name":"Kishor M. Wasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4004567817136911,"gpt":0.4969219558512576,"spread":0.09646517413756645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003229863,0.001021455,0.003402071,0.0004853939,0.0002573071,0.00003567779,0.0004565873,0.0005377058,0.0001919523],"category_scores_gemma":[0.0001428901,0.0008810237,0.0002568113,0.00064411,0.0002983291,0.0002271697,0.0004105901,0.002416539,0.00006861026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00028857,"about_ca_system_score_gemma":0.001134257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004628075,"about_ca_topic_score_gemma":0.000002827299,"domain_scores_codex":[0.9941778,0.001000105,0.002694806,0.0008567543,0.0004788499,0.0007917162],"domain_scores_gemma":[0.9966888,0.0006790968,0.001510786,0.0002873382,0.0002490151,0.0005849976],"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":[0.00009029417,0.0001672411,0.00007503979,0.08290852,0.0006116803,0.00006529896,0.0001902338,0.000001021017,0.000001351335,0.00008556325,0.01074407,0.9050597],"study_design_scores_gemma":[0.001941637,0.00002709259,0.000001066235,0.05460308,0.00157323,0.0001590048,0.00003765615,0.00001459846,0.00005131768,0.000002082252,0.9407893,0.000799967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005800712,0.9895302,0.00001528914,0.00002876269,0.005528158,0.00349487,0.0001869711,0.00008836902,0.0005472822],"genre_scores_gemma":[0.00008873776,0.9972705,0.000075369,0.0001609761,0.001022425,0.0002246518,0.0004137101,0.00009004195,0.0006535974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9300452,"threshold_uncertainty_score":0.9998849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054452588","doi":"10.3109/03639045.2014.983931","title":"Twin screw granulation – review of current progress","year":2014,"lang":"en","type":"review","venue":"Drug Development and Industrial Pharmacy","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Dow Chemical Company","keywords":"Granulation; Granule (geology); Consistency (knowledge bases); Process engineering; Extrusion; Computer science; Materials science; Engineering; Composite material; Artificial intelligence","authors":[{"name":"Michael R. Thompson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09873089797207142,"gpt":0.347927209565486,"spread":0.2491963115934146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008253898,0.0005135347,0.001861524,0.0002290416,0.00006229683,0.00003470527,0.0002561638,0.000141534,0.00009223278],"category_scores_gemma":[0.00003370922,0.000427326,0.000246982,0.0003921143,0.00005038655,0.0001086188,0.00007496405,0.000577082,0.00004452116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007143876,"about_ca_system_score_gemma":0.0002495646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001036374,"about_ca_topic_score_gemma":2.035877e-7,"domain_scores_codex":[0.9976922,0.0001478458,0.00122316,0.0002916466,0.0003290107,0.0003161879],"domain_scores_gemma":[0.9992854,0.00005881,0.0002436309,0.0002019872,0.00006009712,0.0001500532],"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":[0.000002617522,0.0000162801,0.000008587638,0.106701,0.0001013546,0.00000103793,0.00003037668,1.017459e-7,2.659858e-7,0.00003160665,0.02010545,0.8730013],"study_design_scores_gemma":[0.0006954798,0.000003157168,3.708125e-7,0.1044174,0.0004751807,0.000003843474,6.124988e-7,0.0000232482,0.00008412728,0.000002525516,0.893885,0.0004091711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002240929,0.9967241,0.00004907768,0.00001667189,0.001417252,0.001285168,0.0000218234,0.0001215787,0.0003419589],"genre_scores_gemma":[0.00001499942,0.9983098,0.0001334875,0.00001741726,0.0006886318,0.0001511171,0.0005933457,0.00006360799,0.00002761314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8737795,"threshold_uncertainty_score":0.9998178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097848666","doi":"10.1081/ddc-100103726","title":"Formulation and Physiological and Biopharmaceutical Issues in the Development of Oral Lipid-Based Drug Delivery Systems","year":2001,"lang":"en","type":"review","venue":"Drug Development and Industrial Pharmacy","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":69,"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":"Biopharmaceutical; Bioavailability; Drug; Excipient; Chemistry; Pharmacology; First pass effect; Drug development; Drug delivery; Drug metabolism; Biotechnology; Medicine; Biology","authors":[{"name":"Kishor M. Wasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4238691881266975,"gpt":0.4698484026029256,"spread":0.04597921447622805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004142208,0.0008124358,0.001901405,0.0004237692,0.000489669,0.0001294666,0.0004337099,0.0006454773,0.00008249924],"category_scores_gemma":[0.00007765908,0.0005735156,0.0001408808,0.0005817151,0.0003461046,0.0002587423,0.0002771804,0.00169208,0.00002307857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566127,"about_ca_system_score_gemma":0.000821023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001302924,"about_ca_topic_score_gemma":0.00003961288,"domain_scores_codex":[0.9940494,0.002033942,0.001975507,0.0007720495,0.0004357683,0.0007333221],"domain_scores_gemma":[0.997677,0.001063683,0.0006354338,0.0001927388,0.00009703411,0.0003341066],"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":[0.0003796773,0.0004302871,0.001742827,0.004938726,0.000426226,0.00004168635,0.003713165,0.00001680291,0.0000255931,0.0001172987,0.005051464,0.9831163],"study_design_scores_gemma":[0.003523448,0.00002676489,0.00009579451,0.001653316,0.000468096,0.00003410786,0.0004329529,0.0009441138,0.000175505,0.000007077446,0.9919727,0.0006660759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1742961,0.8212129,0.000005731083,0.0002181661,0.001271963,0.002631708,0.00005542137,0.00005987301,0.0002481819],"genre_scores_gemma":[0.06293861,0.934737,0.0002384282,0.0003108175,0.0006706909,0.0003752359,0.0003485285,0.00005155321,0.0003291591],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9869213,"threshold_uncertainty_score":0.9996716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103083151","doi":"10.1080/03639040500272124","title":"Influence of Process Variable and Physicochemical Properties on the Granulation Mechanism of Mannitol in a Fluid Bed Top Spray Granulator","year":2005,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Merck Canada Inc. (Canada); University of Waterloo; Polytechnique Montréal","funders":"","keywords":"Granulation; Granule (geology); Breakage; Microcrystalline cellulose; Spray drying; Chromatography; Fluidized bed; Materials science; Mannitol; Chemical engineering; Particle size; Wetting; Chemistry; Composite material; Cellulose; Organic chemistry","authors":[{"name":"J. Bouffard","is_ca":true},{"name":"Meagan Kaster","is_ca":true},{"name":"Hubert Dumont","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02352101505919222,"gpt":0.2295758506974313,"spread":0.2060548356382391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002648791,0.0001506393,0.000225909,0.0000905147,0.0000485716,0.00001578565,0.00009881228,0.00005566599,0.000009782842],"category_scores_gemma":[0.00003004749,0.0001114681,0.00001669618,0.0002091955,0.00004696926,0.0001817217,0.00002844766,0.0001773992,0.000001323712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002232144,"about_ca_system_score_gemma":0.00005331901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001569209,"about_ca_topic_score_gemma":0.000001159016,"domain_scores_codex":[0.9991269,0.00002705241,0.0003484055,0.000135613,0.0001823847,0.0001796842],"domain_scores_gemma":[0.999754,0.00003703859,0.00004520758,0.00007858036,0.00004213731,0.00004300653],"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":[0.000297357,0.0001130627,0.003056746,0.0002174701,0.00006169379,9.561259e-7,0.005144122,0.002544454,0.9772578,0.001586596,0.0002600518,0.009459651],"study_design_scores_gemma":[0.001839184,0.000009024731,0.0002174116,0.0001614954,0.00001530896,9.092755e-7,0.00007934923,0.003883507,0.9922247,0.0001417821,0.001284543,0.0001427926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991447,0.0001480619,0.0000187422,0.0001283575,0.00004945698,0.0003685785,0.000003713463,0.00002755738,0.0001108093],"genre_scores_gemma":[0.9996303,0.00003525286,0.0001452175,0.00003700674,0.00008652154,0.00003783956,0.000005956345,0.00001285133,0.000009070232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01496685,"threshold_uncertainty_score":0.4545536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001464259","doi":"10.3109/03639045.2011.553618","title":"The influence of co-solvents on the stability and bioavailability of rapamycin formulated in self-microemulsifying drug delivery systems","year":2011,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":61,"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":"Huazhong University of Science and Technology","keywords":"Bioavailability; Chemistry; Solvent; Aqueous solution; Solubility; Drug delivery; Drug; Ethanol; Glycerol; Chromatography; Pharmacology; Organic chemistry; Medicine","authors":[{"name":"Minghui Sun","is_ca":false},{"name":"Luqin Si","is_ca":false},{"name":"Xuezhen Zhai","is_ca":false},{"name":"Zhaoze Fan","is_ca":false},{"name":"Yiming Ma","is_ca":false},{"name":"Rui Zhang","is_ca":true},{"name":"Xiangliang Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1963497698330024,"gpt":0.3570961920150899,"spread":0.1607464221820874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005327684,0.0002892291,0.0004561736,0.0001158039,0.0004221113,0.00002989129,0.0003832222,0.0001732816,0.00007832982],"category_scores_gemma":[0.0001558656,0.0001915862,0.00006046825,0.0003178437,0.000516823,0.0002338711,0.0001694845,0.00081599,0.000009626838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038745,"about_ca_system_score_gemma":0.0002826186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007127952,"about_ca_topic_score_gemma":0.00006141395,"domain_scores_codex":[0.9964771,0.00126084,0.001159971,0.0003727454,0.0002733763,0.0004559681],"domain_scores_gemma":[0.9974875,0.001456078,0.0004705948,0.0002531972,0.0001708817,0.0001617772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003815911,0.000983055,0.9332739,0.0004047745,0.0005388685,0.00001034651,0.03580497,0.00009565901,0.01299841,0.0004406484,0.00234123,0.009292218],"study_design_scores_gemma":[0.01356296,0.0001582394,0.08193256,0.0004630062,0.0002334378,0.00001344098,0.008610514,0.002550549,0.7829179,0.0001726725,0.1084464,0.0009383956],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960952,0.000776196,4.036361e-7,0.0001504135,0.0005844088,0.001388615,0.00004554099,0.00003387264,0.0009253522],"genre_scores_gemma":[0.9990994,0.000561139,0.00001393761,0.0001316287,0.00004918792,0.00005821323,0.000008108385,0.00001280352,0.00006561317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8513414,"threshold_uncertainty_score":0.7812657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996444580","doi":"10.3109/03639045.2014.935390","title":"Co-delivery of paclitaxel and<b>α</b>-tocopherol succinate by novel chitosan-based polymeric micelles for improving micellar stability and efficacious combination therapy","year":2014,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":58,"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":"Micelle; Zeta potential; Chitosan; Chemistry; Paclitaxel; Amphiphile; Critical micelle concentration; Nuclear chemistry; Organic chemistry; Nanoparticle; Materials science; Aqueous solution; Nanotechnology; Copolymer; Polymer; Cancer; Medicine","authors":[{"name":"Jaber Emami","is_ca":false},{"name":"Mahboubeh Rezazadeh","is_ca":false},{"name":"Mahboubeh Rostami","is_ca":false},{"name":"Farshid Hassanzadeh","is_ca":false},{"name":"Hojjat Sadeghi","is_ca":false},{"name":"Abolfazl Mostafavi","is_ca":false},{"name":"Mohsen Minaiyan","is_ca":false},{"name":"Afsaneh Lavasanifar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03124984580678208,"gpt":0.2571457722403186,"spread":0.2258959264335366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001124309,0.0002876751,0.0003869023,0.0001001395,0.000275124,0.0001004134,0.0001514021,0.00008571357,0.00003716134],"category_scores_gemma":[0.00009020988,0.0002665418,0.0000387533,0.0001360785,0.0002057599,0.000221628,0.00004666525,0.0001353939,0.000001930584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003528509,"about_ca_system_score_gemma":0.0002011986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001900198,"about_ca_topic_score_gemma":0.000003834215,"domain_scores_codex":[0.998086,0.0001738455,0.0005877709,0.0005122026,0.0002682835,0.0003719052],"domain_scores_gemma":[0.9986686,0.0005940864,0.0003256278,0.0001544912,0.00008448731,0.0001726727],"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":[0.0009330306,0.0003008564,0.00355815,0.0000853115,0.00001541882,2.585388e-7,0.0005120827,0.000003680065,0.9511624,0.00001517842,0.0001985066,0.04321515],"study_design_scores_gemma":[0.01396978,0.0001440283,0.0003083916,0.00003002827,0.00002951962,8.47471e-7,0.0001459282,0.002493244,0.9800241,0.000009039875,0.002532778,0.0003123045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969631,0.0007341295,0.0003230521,0.000341514,0.0002382475,0.001232192,0.00008344153,0.00005860643,0.00002569703],"genre_scores_gemma":[0.9986103,0.00004900031,0.0008980025,0.0001867927,0.00007742103,0.00008350274,0.00004824552,0.00002764132,0.00001909705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04290285,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134307459","doi":"10.1080/03639040802713460","title":"Selected polysaccharides at comparison for their mucoadhesiveness and effect on precorneal residence of different drugs in the rabbit model","year":2009,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institutes of Health; University of Waterloo; Amsterdam University Medical Centers","keywords":"Chemistry; Polysaccharide; Xanthan gum; Chromatography; Mucoadhesion; Residence time (fluid dynamics); In vivo; Viscosity; Galactomannan; Polymer; Rheology; Materials science; Biochemistry; Biotechnology; Organic chemistry","authors":[{"name":"Giacomo Di Colo","is_ca":false},{"name":"Ylenia Zambito","is_ca":false},{"name":"Chiara Zaino","is_ca":false},{"name":"Marco Sansò","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1415073011347578,"gpt":0.3983945297565269,"spread":0.2568872286217691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001280506,0.0003797974,0.0005927385,0.0001714098,0.000329623,0.00002737571,0.0002981451,0.0001798559,0.00001910853],"category_scores_gemma":[0.0001100438,0.0002626273,0.00005708649,0.0002510259,0.0001195542,0.000151384,0.0000763022,0.000657626,0.000002859808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265786,"about_ca_system_score_gemma":0.0001187013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001422114,"about_ca_topic_score_gemma":0.00001828834,"domain_scores_codex":[0.9975076,0.0006819409,0.0006844004,0.0004462368,0.0002216352,0.0004581859],"domain_scores_gemma":[0.9975778,0.001764515,0.0002964919,0.000141994,0.00007885711,0.000140274],"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":[0.02578001,0.001439305,0.2509883,0.0003323855,0.0004386791,0.00001539354,0.04815018,0.006106548,0.122556,0.0008375117,0.01382999,0.5295257],"study_design_scores_gemma":[0.01382957,0.0004438921,0.007885765,0.0001948369,0.0001352298,0.00001046632,0.0006218199,0.05601205,0.9095754,0.0002790024,0.01041231,0.0005996513],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963581,0.0005728799,0.00004640462,0.0005509685,0.000359976,0.001894491,0.00003630303,0.00003836861,0.0001425001],"genre_scores_gemma":[0.9986885,0.000121665,0.0000615952,0.0004543419,0.0001675338,0.000174332,0.00004376637,0.00001751709,0.0002707799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7870194,"threshold_uncertainty_score":0.9999826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049600290","doi":"10.1081/ddc-120002445","title":"Controlled-Release Naproxen Using Micronized Ethyl Cellulose by Wet-Granulation and Solid-Dispersion Method","year":2002,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Analytical Methods in Pharmaceuticals","field":"Chemistry","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Granulation; Naproxen; Ethyl cellulose; Dispersion (optics); Dissolution; Dosage form; Chromatography; Materials science; Polymer; Immediate release; Controlled release; Chemistry; Chemical engineering; Composite material; Nanotechnology; Organic chemistry; Medicine","authors":[{"name":"Zabed Iqbal","is_ca":true},{"name":"Muhammad Umer Ashraf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1053688925367795,"gpt":0.3693135683164226,"spread":0.2639446757796431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001219564,0.0004086953,0.0007142314,0.0001117706,0.0003234545,0.0001420789,0.0001784375,0.000217186,0.002902632],"category_scores_gemma":[0.0004071911,0.0003686399,0.00009522103,0.0001949273,0.0001254396,0.0002512694,0.0001785416,0.000695553,0.00002417956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001516282,"about_ca_system_score_gemma":0.00007634618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003327027,"about_ca_topic_score_gemma":3.691141e-7,"domain_scores_codex":[0.9973939,0.0003091449,0.0007857225,0.0005959663,0.0003785836,0.0005367057],"domain_scores_gemma":[0.9983962,0.0006779515,0.0002414528,0.0001528925,0.00007598563,0.0004555655],"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":[0.001777721,0.0003536302,0.001912871,0.000143599,0.0004838173,0.00002806884,0.001293304,0.00001349981,0.5855319,0.0001589171,0.02050231,0.3878004],"study_design_scores_gemma":[0.02718825,0.00000745191,0.000003660549,0.0000925323,0.000376368,0.00001344675,0.0001456978,0.1147064,0.712957,0.0001288752,0.1437586,0.000621781],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830931,0.004008838,0.006102193,0.001499739,0.0003817283,0.0007107138,0.00003106249,0.0001525671,0.004019997],"genre_scores_gemma":[0.9352199,0.0008769617,0.05414862,0.0008091753,0.0009802058,0.00005308683,0.00007434152,0.00009360607,0.007744065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3871786,"threshold_uncertainty_score":0.9998766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024846358","doi":"10.3109/03639045.2012.662985","title":"Characterization of biologically active insulin-loaded alginate microparticles prepared by spray drying","year":2012,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Microencapsulation and Drying Processes","field":"Agricultural and Biological Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Spray drying; Particle size; Scanning electron microscope; Confocal microscopy; Materials science; Microparticle; Insulin; Chemistry; Chromatography; Confocal; Chemical engineering; Biomedical engineering; Biotechnology; Composite material; Biology","authors":[{"name":"Kristen Bowey","is_ca":true},{"name":"Brenna E. Swift","is_ca":true},{"name":"Lauren E. Flynn","is_ca":false},{"name":"Ronald J. Neufeld","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05469367737217878,"gpt":0.2572610540277435,"spread":0.2025673766555647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000241508,0.0001306184,0.0001591696,0.00001583594,0.0001637582,0.00003659974,0.0001002791,0.00005593666,0.0002783561],"category_scores_gemma":[0.00005262868,0.00005895807,0.00002381685,0.0002102224,0.00004805796,0.0003127061,0.00006324343,0.0000933742,0.00001109637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001627166,"about_ca_system_score_gemma":0.00002025692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002197049,"about_ca_topic_score_gemma":0.000001348881,"domain_scores_codex":[0.9991016,0.00007097561,0.0003002984,0.0001732299,0.0001119597,0.000241943],"domain_scores_gemma":[0.9995562,0.00006231396,0.0001864006,0.00002088475,0.00005955345,0.0001146874],"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":[0.00009926462,0.00008784069,0.01254508,0.000004616507,0.00001384529,1.166855e-7,0.0007010844,5.376054e-8,0.8707368,0.000009793457,0.0003611209,0.1154404],"study_design_scores_gemma":[0.0004603926,0.00001251317,0.01584443,0.00001606501,0.00000760255,8.032715e-7,0.0001282779,0.000002400594,0.8678107,0.00000464919,0.1155806,0.0001315794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987905,0.0001753968,0.000003554675,0.0004505987,0.0001411906,0.0002143278,0.00003473446,0.00004287709,0.0001468344],"genre_scores_gemma":[0.9990929,0.00006589071,0.00005706017,0.0001517276,0.0001580974,0.00001326661,0.0002817616,0.000001115765,0.000178118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1153088,"threshold_uncertainty_score":0.3047804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110151280","doi":"10.3109/03639045.2011.633265","title":"Foam granulation: new developments in pharmaceutical solid oral dosage forms using twin screw extrusion machinery","year":2011,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Granulation; Materials science; Extrusion; Granule (geology); Plastics extrusion; Composite material; Fluidized bed; Chromatography; Chemistry; Organic chemistry","authors":[{"name":"Michael R. Thompson","is_ca":true},{"name":"S. Weatherley","is_ca":true},{"name":"Rohan N. Pukadyil","is_ca":true},{"name":"Paul J. Sheskey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2084956027006226,"gpt":0.3562622301517564,"spread":0.1477666274511338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008124285,0.0002466242,0.0002801187,0.0001897761,0.0002668512,0.00009422305,0.000184675,0.00007811799,0.0007012508],"category_scores_gemma":[0.00005434764,0.0002157495,0.0000292703,0.000371067,0.00005804568,0.0006851615,0.0002092881,0.0002178692,0.00004967017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122986,"about_ca_system_score_gemma":0.0003605227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002667267,"about_ca_topic_score_gemma":0.00004710658,"domain_scores_codex":[0.9980744,0.0001097217,0.0006278423,0.0003922052,0.0003069869,0.0004888549],"domain_scores_gemma":[0.9994122,0.00003443681,0.0001218556,0.0001183139,0.00003868007,0.0002744472],"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":[0.001715411,0.0005560148,0.3400931,0.00007178697,0.00004992262,0.00007978027,0.01549513,0.0002587263,0.226595,0.0005564085,0.002104828,0.4124238],"study_design_scores_gemma":[0.01021783,0.00002649977,0.02733664,0.0002299261,0.00004609181,0.00002250776,0.0002075768,0.007288551,0.8957766,0.0003964619,0.05757179,0.0008795106],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997376,0.00009103502,0.0005605977,0.00007164494,0.000640298,0.0003973907,0.000004847682,0.000074388,0.0007837585],"genre_scores_gemma":[0.9905075,0.00003011803,0.008851802,0.0001378796,0.0002234825,0.00001366279,0.00003131198,0.00002220118,0.0001820439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6691816,"threshold_uncertainty_score":0.8798007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037690311","doi":"10.1080/03639045.2020.1788062","title":"Inkjet printing of a thermolabile model drug onto FDM-printed substrates: formulation and evaluation","year":2020,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministry of Education, Lifelong Learning and Religious Affairs; European Social Fund; State Scholarships Foundation; Human Resources and Skills Development Canada; European Commission; Human Resources Research Institute","keywords":"Buccal administration; Mucoadhesion; Fused deposition modeling; Materials science; Drug delivery; Permeation; Nanotechnology; Dosage form; Biomedical engineering; Computer science; Chemistry; 3D printing; Chromatography; Drug carrier; Membrane; Pharmacology; Composite material; Medicine","authors":[{"name":"Georgios K. Eleftheriadis","is_ca":false},{"name":"Christos S. Katsiotis","is_ca":false},{"name":"Dimitrios A. Αndreadis","is_ca":false},{"name":"Dimitrios Tzetzis","is_ca":false},{"name":"Christos Ritzoulis","is_ca":false},{"name":"Nikolaos Bouropoulos","is_ca":false},{"name":"Dimitra G. Kanellopoulou","is_ca":false},{"name":"Eleftherios G. Andriotis","is_ca":false},{"name":"John Tsibouklis","is_ca":false},{"name":"Dimitrios G. Fatouros","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.290110052661713,"gpt":0.4243234131937885,"spread":0.1342133605320754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001474201,0.0002809053,0.0003619589,0.0001018669,0.0002313298,0.00003115428,0.0001588054,0.0001447711,0.0002101682],"category_scores_gemma":[0.0001604501,0.0002748328,0.00004316441,0.0002254365,0.0000840521,0.0004425448,0.000150297,0.0005949739,0.00001390084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009784263,"about_ca_system_score_gemma":0.0003537341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002717623,"about_ca_topic_score_gemma":0.00001204407,"domain_scores_codex":[0.9978036,0.0003604277,0.0007643362,0.000426061,0.0003238188,0.0003217499],"domain_scores_gemma":[0.9988306,0.0002166472,0.0003778081,0.00009325053,0.0002129722,0.0002687675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003275939,0.0004138814,0.1245748,0.0004302323,0.000794685,0.00001157069,0.0719775,0.03217201,0.1815074,0.00103516,0.005870339,0.5779365],"study_design_scores_gemma":[0.009388491,0.00002802962,0.0008169885,0.00007198872,0.0001933723,0.000004758222,0.001394614,0.6238173,0.3190461,0.0001618435,0.04457892,0.0004976001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955634,0.000495367,0.0002248775,0.0007791948,0.0003335939,0.001283796,0.00001936089,0.00007936505,0.001221012],"genre_scores_gemma":[0.998293,0.00009266954,0.0005848564,0.0004332305,0.0002465472,0.00007945889,0.00006772501,0.0000263105,0.000176196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5916453,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973397721","doi":"10.1080/03639040802526789","title":"Ultrafine chitosan nanoparticles as an efficient nucleic acid delivery system targeting neuronal cells","year":2009,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Chitosan; Transfection; Biocompatibility; Gene delivery; Nanoparticle; Cationic polymerization; Chemistry; Nucleic acid; Biophysics; Surface charge; Drug carrier; Drug delivery; Linker; Nanotechnology; Materials science; Biochemistry; Polymer chemistry; Organic chemistry","authors":[{"name":"Meenakshi Malhotra","is_ca":false},{"name":"Arun Kulamarva","is_ca":true},{"name":"Safaa Sebak","is_ca":true},{"name":"Arghya Paul","is_ca":true},{"name":"Jasmine Bhathena","is_ca":true},{"name":"Maryam Mirzaei","is_ca":true},{"name":"Satya Prakash","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02064011195436925,"gpt":0.2494827229736393,"spread":0.2288426110192701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002043081,0.0002414987,0.0001782532,0.00005980962,0.0002291969,0.00008416664,0.0002047672,0.00008340612,0.00002896088],"category_scores_gemma":[0.00001713575,0.0002245644,0.00005138916,0.00009078183,0.0000408149,0.00001655219,0.00007030978,0.0001596969,0.00002972138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001570608,"about_ca_system_score_gemma":0.0001655979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001955329,"about_ca_topic_score_gemma":0.000002079746,"domain_scores_codex":[0.9985576,0.00008449021,0.0003628267,0.0004443364,0.0001910812,0.0003596599],"domain_scores_gemma":[0.9994993,0.000007244891,0.00009997657,0.0001379909,0.0000450372,0.0002104047],"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":[0.0002919353,0.0001056443,0.0004488467,0.000006668541,0.00003043143,0.00001094345,0.0002532535,0.0001090637,0.9596172,0.0000135742,0.001657156,0.03745529],"study_design_scores_gemma":[0.001386263,0.0001622131,0.0004235056,0.00003007432,0.00001971635,0.0000115899,0.0003438844,0.0003922653,0.9808935,0.000001187784,0.01603905,0.0002967364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983472,0.0002986074,0.000007052418,0.0001261047,0.0004768975,0.000210837,0.000007918658,0.00004061366,0.0004847875],"genre_scores_gemma":[0.9984271,0.00007321462,0.0001505768,0.0004257019,0.0006633321,0.000008594894,0.0001190038,0.00001613534,0.0001163284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03715856,"threshold_uncertainty_score":0.9157469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139641974","doi":"10.1081/ddc-120039793","title":"Potential Mechanisms by Which Peceol® Increases the Gastrointestinal Absorption of Amphotericin B","year":2004,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":46,"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":"Lymph; Bioavailability; Pharmacology; Pharmacokinetics; Lymphatic system; Absorption (acoustics); Chemistry; Excipient; Gastrointestinal tract; Medicine; Internal medicine; Immunology; Pathology","authors":[{"name":"Verica Risovic","is_ca":true},{"name":"Kristina Sachs‐Barrable","is_ca":true},{"name":"Michael Boyd","is_ca":true},{"name":"Kishor M. Wasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02632076299753074,"gpt":0.2612629188923847,"spread":0.2349421558948539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003724872,0.0002291711,0.0003216414,0.00009660209,0.0001770133,0.00001946633,0.0001096323,0.00004950176,0.00007035031],"category_scores_gemma":[0.0001217955,0.0001637035,0.00004325522,0.000240523,0.0001344795,0.0001075844,0.000115947,0.000407535,0.00001557554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008968528,"about_ca_system_score_gemma":0.0002440717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002683247,"about_ca_topic_score_gemma":0.00002537953,"domain_scores_codex":[0.998567,0.00007122206,0.0004766451,0.0002632919,0.0002931355,0.0003286706],"domain_scores_gemma":[0.9993586,0.00003575752,0.000178624,0.0001170061,0.0001707052,0.0001393082],"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":[0.008278384,0.002704727,0.4208288,0.0002102821,0.001919147,0.0002119341,0.006554751,0.0001582284,0.466892,0.0002702419,0.05022556,0.04174595],"study_design_scores_gemma":[0.1060364,0.002158254,0.22294,0.002284788,0.001996515,0.003125027,0.004022532,0.0002544053,0.6058049,0.0004756624,0.04941079,0.001490693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938676,0.0001300442,0.0007108969,0.004480421,0.0002250245,0.0004187124,0.00001485223,0.00004788797,0.0001046138],"genre_scores_gemma":[0.9978696,0.00009727543,0.0010287,0.0005009071,0.000198708,0.0000265499,0.00009101746,0.0000181561,0.0001691147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1978888,"threshold_uncertainty_score":0.6675634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108898883","doi":"10.1081/ddc-120014573","title":"The Role of Lymphatic Transport in Enhancing Oral Protein and Peptide Drug Delivery","year":2002,"lang":"en","type":"review","venue":"Drug Development and Industrial Pharmacy","topic":"Drug Transport and Resistance Mechanisms","field":"Medicine","cited_by":45,"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":"Lymphatic system; Drug; Drug delivery; Pharmacology; Systemic circulation; First pass effect; Peptide; Targeted drug delivery; Medicine; Chemistry; Internal medicine; Immunology; Biochemistry","authors":[{"name":"Kishor M. Wasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04888562637219424,"gpt":0.2885158018340727,"spread":0.2396301754618784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009554108,0.000490655,0.001532324,0.0002502743,0.0001702885,0.00002641506,0.0001697815,0.0001654913,0.0000563929],"category_scores_gemma":[0.00001752958,0.0003223074,0.0001739158,0.0003552519,0.0001225664,0.0001119163,0.00003482939,0.0005466948,0.000005876824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219792,"about_ca_system_score_gemma":0.0009806234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000115683,"about_ca_topic_score_gemma":0.0002050518,"domain_scores_codex":[0.9973234,0.0001051297,0.001269687,0.0004334442,0.0004010111,0.0004673165],"domain_scores_gemma":[0.9991381,0.00009875143,0.0003437174,0.0001689352,0.00004793557,0.0002025267],"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":[0.000126207,0.00008637577,0.0003599803,0.003143342,0.0001872682,0.00005941973,0.0009286632,5.027682e-8,0.00006001457,0.00002861616,0.00009766306,0.9949224],"study_design_scores_gemma":[0.002834543,0.000013856,0.00002871884,0.01401474,0.0005618387,0.00001971291,0.0003348622,0.000005462802,0.002803224,0.00002298007,0.9789889,0.0003711907],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04941278,0.9473897,0.000001689241,0.00006512307,0.000204534,0.002163778,0.00001147337,0.00002747733,0.0007234645],"genre_scores_gemma":[0.008082826,0.9878469,0.0002584835,0.00001769052,0.0001876583,0.0001886839,0.00008980732,0.00005499493,0.003273012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9945512,"threshold_uncertainty_score":0.9999229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108993106","doi":"10.3109/03639045.2010.505013","title":"An experimental investigation of the effect of the amount of lubricant on tablet properties","year":2010,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lubricant; Chemistry; Chromatography; Materials science; Organic chemistry","authors":[{"name":"M Perrault","is_ca":true},{"name":"F. Bertrand","is_ca":true},{"name":"Jamal Chaouki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1187306646474406,"gpt":0.3651287825993112,"spread":0.2463981179518706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001275599,0.0001870133,0.0003045335,0.00005747973,0.0002301302,0.00001135352,0.0003847238,0.0001369147,0.000112794],"category_scores_gemma":[0.00007949186,0.0001032345,0.00007418836,0.0002164772,0.0005579763,0.0001323952,0.0001234878,0.0006581322,0.000002919621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002916036,"about_ca_system_score_gemma":0.0002362496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001621337,"about_ca_topic_score_gemma":0.00001349742,"domain_scores_codex":[0.998043,0.0007541081,0.0005347137,0.0001905525,0.0002873632,0.0001902714],"domain_scores_gemma":[0.9990608,0.0001782625,0.000391686,0.0002059091,0.00006430761,0.00009900051],"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":[0.0009601902,0.0001619391,0.1694448,0.00008257498,0.0001068786,4.652529e-7,0.005101997,0.00008339386,0.8166836,0.0001494655,0.002702373,0.00452233],"study_design_scores_gemma":[0.002611756,0.0001064859,0.003334535,0.00006232612,0.00005777712,0.000002488132,0.0002415903,0.0003035972,0.9695564,0.000005068472,0.02360004,0.0001179319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956948,0.0001078142,2.000853e-7,0.0003301853,0.002434184,0.0008452618,0.00002266433,0.00001292987,0.0005519724],"genre_scores_gemma":[0.9993232,0.000007221382,0.000009158059,0.0001954625,0.000187558,0.00004102257,0.000006169539,0.00001052758,0.0002197185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1661103,"threshold_uncertainty_score":0.4209781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000225496","doi":"10.1080/03639045.2019.1711389","title":"Low-temperature solvent-based 3D printing of PLGA: a parametric printability study","year":2020,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"PLGA; Glycolic acid; Solvent; Materials science; Chemical engineering; Chemistry; Nuclear chemistry; Polymer chemistry; Nanotechnology; Lactic acid; Organic chemistry; Nanoparticle","authors":[{"name":"Emad Naseri","is_ca":true},{"name":"Haley Butler","is_ca":true},{"name":"Wyatt MacNevin","is_ca":true},{"name":"Marya Ahmed","is_ca":true},{"name":"Ali Ahmadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0428793468738889,"gpt":0.2537773186443613,"spread":0.2108979717704724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004359643,0.0002613019,0.0004061098,0.0001140715,0.0000545466,0.00005987501,0.0001640932,0.00006639901,0.0001122933],"category_scores_gemma":[0.0001353244,0.0002608016,0.00003573796,0.0004851749,0.00002379885,0.0001269157,0.00008569341,0.0003499919,0.00001300389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005494714,"about_ca_system_score_gemma":0.0001010081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009834249,"about_ca_topic_score_gemma":9.308467e-7,"domain_scores_codex":[0.9985734,0.00005787984,0.0005842215,0.000277838,0.0002396994,0.0002669675],"domain_scores_gemma":[0.9995208,0.00007003964,0.0000730091,0.0001307463,0.00003959162,0.0001657808],"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":[0.0009296633,0.001697309,0.1158236,0.003140912,0.001343977,0.0001166719,0.02506927,0.09888154,0.6243314,0.00003669821,0.006113598,0.1225153],"study_design_scores_gemma":[0.004281586,0.00004170286,0.003903093,0.00007975323,0.00004414349,7.709382e-7,0.0002172824,0.004901601,0.9751076,9.169406e-7,0.01096531,0.0004562331],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980621,0.00009400352,0.0000752538,0.00008908885,0.0005432827,0.0007674395,0.000007030589,0.0002823501,0.00007949181],"genre_scores_gemma":[0.998668,0.000005944595,0.0009548477,0.00002450437,0.0002349312,0.00004552382,0.00001285007,0.0000381495,0.00001529671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3507762,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132064156","doi":"10.1080/03639040801928952","title":"Investigating a New Approach to Film Casting for Enhanced Drug Content Uniformity in Polymeric Films","year":2008,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Abbott (Canada)","funders":"University of California, San Francisco; Inyuvesi Yakwazulu-Natali; National Research Foundation","keywords":"Casting; Materials science; Silicone; Tray; Evaporation; Composite material; Biomedical engineering; Mechanical engineering; Medicine","authors":[{"name":"Velisha Ann. Perumal","is_ca":false},{"name":"Thirumala Govender","is_ca":false},{"name":"Dhamend Lutchman","is_ca":true},{"name":"Irene Mackraj","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3870459278261044,"gpt":0.3944351169573384,"spread":0.007389189131234042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001394734,0.0004034351,0.000566035,0.0002611328,0.000657142,0.00004718163,0.0003143928,0.0001937067,0.0001365809],"category_scores_gemma":[0.0003553911,0.0004072704,0.0000852384,0.0005717236,0.0001397304,0.0003286935,0.0001779676,0.0008604919,0.00006305533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001406436,"about_ca_system_score_gemma":0.0008784581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007977035,"about_ca_topic_score_gemma":0.00004754048,"domain_scores_codex":[0.9970571,0.0003214552,0.0009450575,0.0006293523,0.000253786,0.000793213],"domain_scores_gemma":[0.99831,0.0004777941,0.0002549863,0.0001396593,0.0000895886,0.0007279183],"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":[0.003469358,0.001771617,0.1386304,0.0005237365,0.0008317103,0.00008061383,0.165489,0.005688102,0.05867288,0.0006202256,0.3989069,0.2253155],"study_design_scores_gemma":[0.0255383,0.00006863628,0.002031232,0.0002046726,0.0001172134,0.00009243411,0.005937426,0.01429943,0.463672,0.00004885712,0.4863006,0.001689208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890163,0.0002929381,0.0004114808,0.0007249126,0.001495631,0.001887604,0.00004001562,0.0001059126,0.006025211],"genre_scores_gemma":[0.9823779,0.00005304259,0.003431039,0.00241779,0.0006705922,0.0002826223,0.0001237569,0.00003566267,0.01060752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4049991,"threshold_uncertainty_score":0.9998379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092823011","doi":"10.1081/ddc-200040237","title":"Evaluation and Comparison of Five Matrix Excipients for the Controlled Release of Acrivastine and Pseudoephedrine","year":2004,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Dow Chemical Company","keywords":"Pseudoephedrine; Chemistry; Chromatography; Matrix (chemical analysis); Pharmacology; Active ingredient; Tableting; Controlled release; Dosage form; Nasal decongestant; Solubility; Ephedrine; Medicine; Anesthesia; Organic chemistry","authors":[{"name":"Xiaochen Gu","is_ca":true},{"name":"Daryl J. Fediuk","is_ca":true},{"name":"F. Estelle R. Simons","is_ca":true},{"name":"Keith J. Simons","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1735765615484507,"gpt":0.4448783007775745,"spread":0.2713017392291237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001163472,0.000118033,0.0004093147,0.00004211583,0.0001418616,0.00001196134,0.00003720685,0.00003009262,0.00003508407],"category_scores_gemma":[0.0006870943,0.00007392525,0.00003039003,0.00008921168,0.0001088104,0.00008415287,0.00006695018,0.000139257,3.748077e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002565028,"about_ca_system_score_gemma":0.0001479603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006015237,"about_ca_topic_score_gemma":0.000004507848,"domain_scores_codex":[0.9989314,0.00005412527,0.0004312003,0.0001495096,0.0003009738,0.000132777],"domain_scores_gemma":[0.9988655,0.0005490338,0.0002350973,0.00005184699,0.0002035656,0.00009498256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.03725436,0.001119343,0.05876285,0.0004900236,0.002729662,0.000003894159,0.00982986,0.0001505399,0.009414565,0.0003483987,0.004602398,0.8752941],"study_design_scores_gemma":[0.4910527,0.00089629,0.03383576,0.0007812,0.00870016,0.00003406829,0.005590053,0.03463713,0.1767534,0.0005479746,0.2464337,0.0007375444],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888476,0.005153768,0.00004330278,0.004053273,0.0001517515,0.001585677,0.000008446218,0.000006165053,0.0001500088],"genre_scores_gemma":[0.9981735,0.0009987996,0.0004250181,0.00009695434,0.000134326,0.00006154426,0.00001110894,0.00000632903,0.00009242216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8745565,"threshold_uncertainty_score":0.3014584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149643292","doi":"10.3109/03639045.2012.660950","title":"Development and characterization of coated-microparticles based on whey protein/alginate using the Encapsulator device","year":2012,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Swelling; Chemistry; Coating; Particle size; Degradation (telecommunications); Extrusion; Polymer; Chemical engineering; Whey protein; Chromatography; Pepsin; Viscosity; Shrinkage; Materials science; Nuclear chemistry; Composite material; Organic chemistry","authors":[{"name":"Géraldine Hébrard","is_ca":false},{"name":"Valérie Hoffart","is_ca":false},{"name":"Jean‐Michel Cardot","is_ca":false},{"name":"Muriel Subirade","is_ca":true},{"name":"Eric Beyssac","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1933151687962937,"gpt":0.3898303916671511,"spread":0.1965152228708574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00136057,0.0003156204,0.000311096,0.0001369959,0.0005073036,0.0000347723,0.0001647899,0.000143526,0.0001043395],"category_scores_gemma":[0.00004954391,0.0002489801,0.00002970032,0.000254314,0.0001666407,0.0003495346,0.0001119943,0.0004976192,0.00001965538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144928,"about_ca_system_score_gemma":0.0002916745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001108839,"about_ca_topic_score_gemma":0.000001329659,"domain_scores_codex":[0.9978628,0.0004262916,0.000655364,0.0002887977,0.0002564269,0.0005103173],"domain_scores_gemma":[0.9990062,0.0001297408,0.0003707449,0.0001266748,0.0001036038,0.0002631053],"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":[0.0006797406,0.0002969372,0.03332054,0.00009746616,0.0001550035,0.000004814318,0.006216672,0.00009922927,0.8982421,0.0001615453,0.0001570308,0.06056898],"study_design_scores_gemma":[0.002254872,0.00001066773,0.001183511,0.00006805325,0.0000538835,0.000005226891,0.0002323077,0.003340855,0.7337521,0.000001557007,0.2588379,0.0002591016],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972384,0.0002544842,0.0001546148,0.000319832,0.0007362895,0.001102251,0.00001877175,0.00005153558,0.0001238075],"genre_scores_gemma":[0.9979153,0.00001956886,0.0008633489,0.0005610463,0.0002924845,0.00008102487,0.00004493183,0.00003008511,0.0001921684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2586809,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060732459","doi":"10.3109/03639045.2011.616512","title":"Reviewing the use of ethylcellulose, methylcellulose and hypromellose in microencapsulation. Part 3: Applications for microcapsules","year":2011,"lang":"en","type":"review","venue":"Drug Development and Industrial Pharmacy","topic":"Microencapsulation and Drying Processes","field":"Agricultural and Biological Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dow Chemical (Canada)","funders":"","keywords":"Computer science; Polymer; Materials science; Biomedical engineering; Nanotechnology; Medicine","authors":[{"name":"True L. Rogers","is_ca":true},{"name":"Dave Wallick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3925382365718719,"gpt":0.3344202358337511,"spread":0.05811800073812073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007468364,0.0003692773,0.0008712555,0.00007289823,0.0002724903,0.000106297,0.0002701562,0.0001601862,0.00007290184],"category_scores_gemma":[0.0001114168,0.0001488848,0.0001385489,0.0005316425,0.0001174893,0.0001919247,0.0001434027,0.0003058675,0.000005425625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002753865,"about_ca_system_score_gemma":0.0001202404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007823955,"about_ca_topic_score_gemma":0.00003633263,"domain_scores_codex":[0.9978678,0.0002011407,0.001058624,0.0004794917,0.0001155637,0.0002773496],"domain_scores_gemma":[0.9984005,0.0007264974,0.0005928973,0.00008455271,0.00009917344,0.00009636771],"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":[0.00001249916,0.00005299012,0.00005083285,0.001340669,0.00004155629,2.679131e-7,0.0002338963,8.487924e-8,0.0003111844,0.00007993045,0.001237713,0.9966384],"study_design_scores_gemma":[0.0003128452,0.000008561886,0.00001944318,0.00159296,0.0001657407,0.000003361731,0.00004325599,0.000002416924,0.0009049916,0.00003641333,0.9966171,0.0002929181],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005048598,0.9916419,0.000007618836,0.0001236246,0.0001140469,0.002886394,0.0001117353,0.00002342594,0.00004269432],"genre_scores_gemma":[0.0002127811,0.9972572,0.0006391867,0.00008236136,0.0002519409,0.0005352248,0.0004390729,0.000005804164,0.0005763751],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9963455,"threshold_uncertainty_score":0.6071345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151585210","doi":"10.1080/03639040802149079","title":"Formulation and In Vivo Evaluation of Effervescent Inhalable Carrier Particles for Pulmonary Delivery of Nanoparticles","year":2008,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Cancer Institute; Natural Sciences and Engineering Research Council of Canada","keywords":"Particle size; Nanoparticle; Drug carrier; Spray drying; Dissolution; Dry-powder inhaler; Particle-size distribution; Materials science; In vivo; Microparticle; Chromatography; Particle (ecology); Aerosol; Dissolution testing; Drug delivery; Pharmacology; Chemistry; Nanotechnology; Chemical engineering; Medicine; Inhaler; Organic chemistry; Internal medicine","authors":[{"name":"Shirzad Azarmi","is_ca":true},{"name":"Raimar Löbenberg","is_ca":true},{"name":"Wilson Roa","is_ca":true},{"name":"Shusheng Tai","is_ca":true},{"name":"Warren H. Finlay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1183902697185036,"gpt":0.3199821577575301,"spread":0.2015918880390264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007484659,0.00009573454,0.0002191082,0.0001455133,0.00007177072,0.000003913924,0.00002247837,0.00004756718,0.00003806744],"category_scores_gemma":[0.00007615295,0.00008379607,0.00002697616,0.0001437725,0.00005850945,0.0001620369,0.00002304031,0.00006639515,3.880825e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004813163,"about_ca_system_score_gemma":0.0003327047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002958912,"about_ca_topic_score_gemma":0.000006031483,"domain_scores_codex":[0.9989136,0.00006976311,0.0004579313,0.0001437481,0.0002836258,0.0001312835],"domain_scores_gemma":[0.9994639,0.00006390954,0.0001265038,0.00005520417,0.0002188852,0.00007159788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002216395,0.000387347,0.5518067,0.0002214337,0.00008533137,0.000005839706,0.003862005,0.0001378968,0.3527021,0.00003492837,0.000755954,0.08778398],"study_design_scores_gemma":[0.007801235,0.00003426426,0.03050708,0.0001255823,0.00008341552,0.00000880369,0.0002676656,0.01047004,0.9486148,0.00001233032,0.001970526,0.0001042756],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984003,0.0005210493,0.000002514668,0.0001009651,0.00008341766,0.0007838116,0.000006692296,0.000007780635,0.00009344988],"genre_scores_gemma":[0.9995155,0.00008571205,0.0001750382,0.00004038966,0.00005476498,0.00003698532,0.00001380337,0.000007795797,0.00006995313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5959126,"threshold_uncertainty_score":0.3417105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889287359","doi":"10.1080/03639045.2018.1518455","title":"Development and <i>in vitro</i> characterization of chitosan-coated polymeric nanoparticles for oral delivery and sustained release of the immunosuppressant drug mycophenolate mofetil","year":2018,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Chitosan; PLGA; Differential scanning calorimetry; Zeta potential; Nanoparticle; Polylactic acid; Biodegradable polymer; Microparticle; Nuclear chemistry; Polymer; Chemistry; Drug delivery; Materials science; Chemical engineering; Nanotechnology; Organic chemistry","authors":[{"name":"Munawar Mohammed","is_ca":true},{"name":"Holly Mansell","is_ca":true},{"name":"Ahmed Shoker","is_ca":true},{"name":"Kishor M. Wasan","is_ca":true},{"name":"Ellen K. Wasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06829759688154474,"gpt":0.3359968695958661,"spread":0.2676992727143213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000590999,0.0003022765,0.0004604901,0.0001614836,0.0003429309,0.0000216601,0.0001934104,0.0001145912,0.00002594383],"category_scores_gemma":[0.00006848027,0.0002516737,0.00003734139,0.0003447414,0.0003883557,0.0002669982,0.0002351133,0.0003053811,0.000001226435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003941065,"about_ca_system_score_gemma":0.000340229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003863845,"about_ca_topic_score_gemma":0.000007779105,"domain_scores_codex":[0.9977818,0.0003221799,0.0009149568,0.0003729599,0.0001848765,0.0004232597],"domain_scores_gemma":[0.9989641,0.0002042371,0.0004686843,0.0001291575,0.0001030285,0.0001308125],"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":[0.004049341,0.0001502255,0.005853187,0.0001032261,0.0001395177,0.000003285165,0.005514061,0.000005284299,0.9267125,0.00002349138,0.00009500068,0.05735084],"study_design_scores_gemma":[0.007569555,0.00002331615,0.001983807,0.00007857716,0.00007682621,0.000007089229,0.000701038,0.001007346,0.96385,0.000007533952,0.02441743,0.0002775195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970067,0.0006292597,0.00001205459,0.0002871155,0.0007367249,0.001184162,0.00006621669,0.00002694694,0.00005080121],"genre_scores_gemma":[0.9987321,0.0002213172,0.0003606378,0.0002142279,0.0001258336,0.00008702123,0.00006150014,0.00002763266,0.000169704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05707332,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041544704","doi":"10.1080/03639040500306294","title":"Artificial Neural Networks: Comparison of Two Programs for Modeling a Process of Nanoparticle Preparation","year":2005,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":30,"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":"Artificial neural network; Nanoparticle; Biological system; Materials science; Microporous material; Computer science; Software; Nanotechnology; Machine learning; Composite material","authors":[{"name":"Névine Rizkalla","is_ca":true},{"name":"Patrice Hildgen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1213835683351211,"gpt":0.3932765954438507,"spread":0.2718930271087296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001795862,0.000130299,0.0002899512,0.0000632667,0.00009041096,0.00002551606,0.0001032423,0.00004619209,0.00006079568],"category_scores_gemma":[0.00003509699,0.0001229959,0.0000467844,0.0002732929,0.00003900606,0.0001680564,0.0000254836,0.000116954,4.149208e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002963393,"about_ca_system_score_gemma":0.00008946653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001837804,"about_ca_topic_score_gemma":0.00001131522,"domain_scores_codex":[0.9987948,0.000009795966,0.0006198639,0.0001925603,0.000170354,0.0002126371],"domain_scores_gemma":[0.9994909,0.00004185145,0.000233553,0.000067726,0.0001026221,0.00006338801],"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":[0.003537257,0.002202214,0.08543407,0.0003902385,0.0005603753,5.752417e-7,0.01070618,0.1730438,0.1488575,0.0001699475,0.001045964,0.5740519],"study_design_scores_gemma":[0.0008803373,0.00001121072,0.000001010577,0.00001294104,0.00006785674,2.404467e-7,0.0003150342,0.4357579,0.5625222,0.00001950239,0.0003283329,0.00008340608],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981866,0.0003309574,0.0009654718,0.00007519002,0.0000474976,0.0002087348,0.00000276218,0.00002952905,0.0001532703],"genre_scores_gemma":[0.9987684,0.000005144554,0.0006847771,0.00000951268,0.000346222,0.00005640366,0.00004766258,0.00001047652,0.00007133232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5739685,"threshold_uncertainty_score":0.5015629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979998265","doi":"10.1080/03639040902783066","title":"Investigation of coated whey protein/alginate beads as sustained release dosage form in simulated gastrointestinal environment","year":2009,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Chemistry; Biopharmaceutical; Theophylline; Gastric fluid; Dosage form; Chromatography; Drug; Hydrolysis; Enteric coating; Whey protein; Liberation; Bioavailability; Controlled release; In vitro; Pharmacology; Biochemistry; Biotechnology","authors":[{"name":"Géraldine Hébrard","is_ca":true},{"name":"Valérie Hoffart","is_ca":false},{"name":"Jean‐Michel Cardot","is_ca":false},{"name":"Muriel Subirade","is_ca":true},{"name":"Monique Alric","is_ca":false},{"name":"Eric Beyssac","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1051498049272698,"gpt":0.3480999344849334,"spread":0.2429501295576636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00144375,0.0003655007,0.0004500603,0.000291807,0.0002145405,0.00003470742,0.0002201164,0.000192755,0.0003698747],"category_scores_gemma":[0.0001391634,0.0003697028,0.00005984144,0.0003668822,0.0001929813,0.00035914,0.00008561546,0.0009195646,0.00005806502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002918381,"about_ca_system_score_gemma":0.00043121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000203167,"about_ca_topic_score_gemma":0.000007444793,"domain_scores_codex":[0.9971881,0.0005017765,0.0009843521,0.0004352378,0.0003130136,0.0005775368],"domain_scores_gemma":[0.9988874,0.0001335747,0.0003671824,0.0001411089,0.00008983335,0.0003809522],"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":[0.01859307,0.002256534,0.2635139,0.0005016851,0.0005232822,0.001100438,0.02206467,0.003550719,0.5163136,0.002707723,0.01244071,0.1564338],"study_design_scores_gemma":[0.03225962,0.0006014262,0.006755636,0.0005500723,0.0001727783,0.00008161405,0.001627969,0.01445254,0.8539094,0.0009072202,0.08735231,0.001329442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952382,0.0001498679,0.00002176494,0.001462463,0.0002063589,0.001488452,0.00001813017,0.00007934326,0.001335442],"genre_scores_gemma":[0.9976698,0.00003794366,0.0001690402,0.0005346027,0.0001335228,0.00003321131,0.0001572296,0.00001824424,0.001246469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3375958,"threshold_uncertainty_score":0.9998755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126700338","doi":"10.3109/03639041003796648","title":"Barriers to treatment for visceral leishmaniasis in hyperendemic areas: India, Bangladesh, Nepal, Brazil and Sudan","year":2010,"lang":"en","type":"review","venue":"Drug Development and Industrial Pharmacy","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"British Columbia Institute of Technology; University of British Columbia","funders":"","keywords":"Miltefosine; Medicine; Environmental health; Per capita; Health care; Developing country; Amphotericin B deoxycholate; Neglected tropical diseases; Poverty; Paromomycin; Tropical disease; Leishmaniasis; Visceral leishmaniasis; Socioeconomics; Disease; Economic growth; Amphotericin B; Population; Immunology; Biology; Internal medicine","authors":[{"name":"Sheila J. Thornton","is_ca":true},{"name":"Kishor M. Wasan","is_ca":true},{"name":"Anna Piecuch","is_ca":false},{"name":"Larry D. Lynd","is_ca":true},{"name":"Ellen K. Wasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1185430900668114,"gpt":0.3960948158724185,"spread":0.2775517258056071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000855796,0.0008901079,0.002574268,0.0009817071,0.000350666,0.0001608492,0.000243749,0.0004221605,0.0001523875],"category_scores_gemma":[0.000676708,0.0006928656,0.0002528032,0.0005405101,0.0001559994,0.0001757911,0.0002775358,0.001152711,0.00002463827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007337674,"about_ca_system_score_gemma":0.002934986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000188238,"about_ca_topic_score_gemma":0.0002531545,"domain_scores_codex":[0.9963097,0.0001746824,0.001108965,0.001027642,0.0004573134,0.0009216722],"domain_scores_gemma":[0.9976881,0.0004376691,0.000241572,0.0002900565,0.0001058735,0.001236801],"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":[0.000313643,0.00009333174,0.008194009,0.001389884,0.0005536808,0.00006362826,0.001271549,2.698067e-8,0.000004799025,0.000009724899,0.009998599,0.9781071],"study_design_scores_gemma":[0.007590954,0.0001760106,0.0003904203,0.00323055,0.0005954183,0.00006195404,0.0002403631,0.000002508703,0.0001184781,0.000003875126,0.9869439,0.0006455445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07360917,0.9146275,9.496553e-7,0.001511735,0.000751948,0.008355618,0.0002356821,0.00009008712,0.0008172953],"genre_scores_gemma":[0.0007966393,0.992482,0.0004976523,0.0003298784,0.001146326,0.00201905,0.0003628829,0.000123278,0.002242304],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9774616,"threshold_uncertainty_score":0.9995522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146145185","doi":"10.1081/ddc-120016680","title":"Influence of Physiological Variables on the In Vitro Drug-Release Behavior of a Polysaccharide Matrix Controlled-Release System","year":2003,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"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":"","keywords":"Polysaccharide; Cellulose; Matrix (chemical analysis); Chemistry; Controlled release; In vitro; Drug; Ethyl cellulose; Chemical engineering; Combinatorial chemistry; Polymer; Organic chemistry; Chromatography; Biochemistry; Pharmacology; Biology; Engineering","authors":[{"name":"MU Xiao-hong","is_ca":true},{"name":"Mike Tobyn","is_ca":false},{"name":"John N. Staniforth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0301570447183282,"gpt":0.2665526461708063,"spread":0.2363956014524781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006254067,0.0002021761,0.0003655721,0.00007306373,0.00009178589,0.00001303802,0.0002331462,0.00009124257,0.0000173213],"category_scores_gemma":[0.0002764834,0.0001381482,0.00006962669,0.0001644193,0.0001256312,0.000008539371,0.00007236931,0.0001744086,0.000004820245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003332738,"about_ca_system_score_gemma":0.000323006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001496395,"about_ca_topic_score_gemma":0.000002689975,"domain_scores_codex":[0.9984171,0.0002715036,0.000601299,0.0003043342,0.0001762331,0.0002295047],"domain_scores_gemma":[0.9992772,0.0000830295,0.0002482271,0.0002317292,0.000074452,0.00008536287],"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":[0.001026497,0.0002796918,0.001237223,0.00002552357,0.00007375798,0.000002246766,0.0001399515,0.0002414951,0.9947255,0.0003199627,0.0003429312,0.001585178],"study_design_scores_gemma":[0.003522476,0.00002122448,0.000329134,0.00005422815,0.00004881735,0.000002638443,0.0002049942,0.0000658176,0.9917773,0.000005978915,0.003799891,0.000167483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984287,0.0003270093,0.000007453139,0.0001064323,0.00004260207,0.0009050329,0.00002672384,0.000009509704,0.000146555],"genre_scores_gemma":[0.999101,0.00006767125,0.0001160042,0.00008241067,0.00005454246,0.0004061027,0.00001666815,0.00001405657,0.0001414982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00345696,"threshold_uncertainty_score":0.5633519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047176923","doi":"10.3109/03639045.2013.879723","title":"“Rolling” phenomenon in twin screw granulation with controlled-release excipients","year":2014,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Dow Chemical Company","keywords":"Microcrystalline cellulose; Granulation; Granule (geology); Plastics extrusion; Materials science; Composite material; Excipient; Flow properties; Chromatography; Chemical engineering; Chemistry; Cellulose; Engineering; Mechanics","authors":[{"name":"Michael R. Thompson","is_ca":true},{"name":"K.P. O’Donnell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04363121092552904,"gpt":0.2424196299444396,"spread":0.1987884190189106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001094507,0.000220515,0.0004050837,0.0001349904,0.0002170804,0.0001504023,0.0001531125,0.00005066698,0.0002962366],"category_scores_gemma":[0.00004932966,0.0001518412,0.00002382807,0.0001555433,0.00007048609,0.0002974111,0.00004936024,0.0001533926,0.00005251813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000418747,"about_ca_system_score_gemma":0.0001267921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003045836,"about_ca_topic_score_gemma":0.00004237899,"domain_scores_codex":[0.9983848,0.0002019634,0.0004395592,0.0003327646,0.0002875319,0.0003533904],"domain_scores_gemma":[0.9994825,0.00009858599,0.000141408,0.0001125704,0.00003486628,0.0001301113],"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":[0.01404666,0.0005445944,0.06579193,0.00009127906,0.0001096826,0.00001325649,0.007093407,0.00008961776,0.04987832,0.0006532272,0.003020777,0.8586673],"study_design_scores_gemma":[0.03806422,0.00008533229,0.001694682,0.000285623,0.00006546271,0.000003504163,0.000236023,0.002495147,0.8012007,0.00009382817,0.1549599,0.0008156109],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958745,0.001021485,0.00007587568,0.0005582621,0.0003440908,0.0003850637,0.000003379467,0.00004750728,0.001689853],"genre_scores_gemma":[0.9983761,0.00003755179,0.0003989675,0.0002505056,0.0002869262,0.00006713016,0.00001184957,0.00001663744,0.0005543549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8578516,"threshold_uncertainty_score":0.6191906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027448135","doi":"10.1080/03639040500272066","title":"Content Analysis and Stability Evaluation of Selected Commercial Preparations of St. John's Wort","year":2005,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Natural Compound Pharmacology Studies","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hypericin; Hypericum perforatum; Chemistry; Chromatography; Food science; Traditional medicine; Medicine; Pharmacology","authors":[{"name":"Amit Shah","is_ca":false},{"name":"Bonnie A. Avery","is_ca":false},{"name":"Christy M. Wyandt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2146574599665791,"gpt":0.3443492919275832,"spread":0.129691831961004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009776625,0.0001096823,0.000272054,0.00003873703,0.0001711834,0.00001269381,0.00007846825,0.0000417646,0.0003402969],"category_scores_gemma":[0.00009762673,0.00005140873,0.00003974795,0.000655906,0.0001053452,0.0001315731,0.00007369076,0.000124087,4.852208e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004160214,"about_ca_system_score_gemma":0.00005965507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001959073,"about_ca_topic_score_gemma":0.001331852,"domain_scores_codex":[0.9987613,0.0002368452,0.0004027362,0.0001917555,0.0002795288,0.0001278153],"domain_scores_gemma":[0.9991105,0.0002171472,0.0001833503,0.00002465017,0.0004069844,0.0000574164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003151504,0.0002269055,0.6068779,0.00000564509,0.0007814859,1.34576e-7,0.001156571,0.00001161745,0.08636747,0.00001355943,0.002342704,0.3019009],"study_design_scores_gemma":[0.001808776,0.00004021314,0.7896548,0.000007671531,0.0007852967,4.485066e-7,0.0002936086,0.0005542462,0.1883777,0.00001394178,0.01828475,0.0001785408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978181,0.0003860104,4.89703e-7,0.001092312,0.00007572157,0.000418658,0.00003816744,0.00001293897,0.0001576052],"genre_scores_gemma":[0.9995248,0.00006208777,0.00009257037,0.00004519205,0.0001204154,0.00002148912,0.0001049193,4.40701e-7,0.00002806598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3017223,"threshold_uncertainty_score":0.3726013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079592494","doi":"10.3109/03639045.2011.567275","title":"Reviewing the use of ethylcellulose, methylcellulose and hypromellose in microencapsulation. Part 2: Techniques used to make microcapsules","year":2011,"lang":"en","type":"review","venue":"Drug Development and Industrial Pharmacy","topic":"Microencapsulation and Drying Processes","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dow Chemical (Canada)","funders":"","keywords":"Polyvinyl alcohol; Pharmaceutical technology; Chromatography; Polymer science; Chemistry; Materials science; Organic chemistry","authors":[{"name":"True L. Rogers","is_ca":true},{"name":"Dave Wallick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3654744892816025,"gpt":0.3350653260129379,"spread":0.03040916326866466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026795,0.000492446,0.001132467,0.0001314971,0.0002140023,0.0001527316,0.0003539428,0.0002038537,0.0001359024],"category_scores_gemma":[0.0001869648,0.0001981726,0.0001312603,0.0008520915,0.000106871,0.0001937019,0.0002975853,0.0004679972,0.00001163044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004161187,"about_ca_system_score_gemma":0.0001243535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000214321,"about_ca_topic_score_gemma":0.0001187486,"domain_scores_codex":[0.9972305,0.0003892627,0.001244925,0.0005831607,0.0001971658,0.0003550285],"domain_scores_gemma":[0.9986238,0.0004737407,0.0005419796,0.0001077472,0.00009349761,0.0001591855],"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":[0.00001591704,0.00005099755,0.0001289656,0.000733403,0.0000367343,0.000002215527,0.0006200222,4.331734e-8,0.001421307,0.00001759537,0.001377621,0.9955952],"study_design_scores_gemma":[0.0001950877,0.00001571551,0.00005029465,0.003973959,0.0001128819,0.000006111931,0.00004992981,5.217018e-7,0.007135585,0.0000107473,0.9880509,0.0003982896],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05526482,0.9419589,0.00000130715,0.0002513962,0.0001779001,0.002144098,0.00006525563,0.00005518132,0.00008113309],"genre_scores_gemma":[0.0007469154,0.9971099,0.0007159861,0.0001854507,0.0002315667,0.0001463014,0.0001819295,0.000008000816,0.0006739329],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9951969,"threshold_uncertainty_score":0.8081245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170424966","doi":"10.1080/03639040600897150","title":"Fast-Disintegrating Sublingual Epinephrine Tablets: Effect of Tablet Dimensions on Tablet Characteristics","year":2007,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Sublingual administration; Chemistry; Chromatography; Materials science; Dosage form; Pharmacology; Medicine","authors":[{"name":"Mutasem Rawas‐Qalaji","is_ca":true},{"name":"F. Estelle R. Simons","is_ca":true},{"name":"Keith J. Simons","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04376343241321387,"gpt":0.3359326386419206,"spread":0.2921692062287068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001731673,0.0003032143,0.0005733375,0.0003704028,0.0002393227,0.00003785213,0.000118232,0.0001058311,0.0003469613],"category_scores_gemma":[0.0006723336,0.0002296125,0.00007144544,0.0005308036,0.000107462,0.0001199568,0.0001136342,0.0007652123,0.00002327868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007581461,"about_ca_system_score_gemma":0.0003314496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007256767,"about_ca_topic_score_gemma":0.000008948824,"domain_scores_codex":[0.9977767,0.00008905596,0.0006728339,0.0003441586,0.000551634,0.0005655453],"domain_scores_gemma":[0.9987212,0.0004409971,0.0001780134,0.0001655359,0.0001575852,0.0003366648],"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":[0.01275828,0.0009759465,0.05872548,0.0005222515,0.000876499,0.0004981875,0.001697405,0.00001033568,0.1192369,0.0004237573,0.0337466,0.7705284],"study_design_scores_gemma":[0.01058407,0.0007253946,0.003338463,0.0007416919,0.00003524856,0.00002837793,0.0002138576,0.0002096044,0.6543189,0.000004126684,0.3294277,0.0003724947],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951923,0.0001791516,0.00002138863,0.0005985264,0.0004202607,0.0005187666,0.00002028979,0.00004759058,0.003001753],"genre_scores_gemma":[0.9963892,0.00009549001,0.0002904059,0.0002430894,0.0008076403,0.00001318688,0.0002431031,0.00003098096,0.00188697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7701559,"threshold_uncertainty_score":0.9363325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986205454","doi":"10.3109/03639045.2013.845839","title":"Influence of filler selection on twin screw foam granulation","year":2013,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Dow Chemical Company","keywords":"Granulation; Materials science; Composite material; Extrusion; Plastics extrusion; Microcrystalline cellulose; Wetting; Absorption of water; Agglomerate; Filler (materials); Chemical engineering; Cellulose","authors":[{"name":"K. E. Rocca","is_ca":false},{"name":"S. Weatherley","is_ca":true},{"name":"Paul J. Sheskey","is_ca":false},{"name":"Michael R. Thompson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04387397866422199,"gpt":0.2788529452611103,"spread":0.2349789665968883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002546174,0.00009364938,0.0001158643,0.00007414421,0.000132453,0.00004485423,0.00006457103,0.00003221666,0.0004208785],"category_scores_gemma":[0.00007172536,0.00008006726,0.00001264148,0.000181393,0.00003394754,0.000343735,0.00003117849,0.00007410128,0.0000966095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002880447,"about_ca_system_score_gemma":0.00006717405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001685453,"about_ca_topic_score_gemma":0.000004590786,"domain_scores_codex":[0.999176,0.00005565778,0.0002732539,0.000166703,0.0001738358,0.0001545627],"domain_scores_gemma":[0.9996422,0.00004704676,0.00009500804,0.00006175558,0.00008854638,0.00006543689],"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":[0.0002198034,0.0001759534,0.06342648,0.0000393912,0.00001798994,5.580018e-7,0.002342108,0.008940428,0.8275967,0.0005082585,0.01033551,0.08639688],"study_design_scores_gemma":[0.001452317,0.0000274338,0.05239245,0.00006356942,0.000007810318,8.762577e-7,0.00003789371,0.0018819,0.9261453,0.0001065422,0.0177133,0.0001705928],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989746,0.00001122018,0.00003761713,0.0001760975,0.0001376841,0.0002818986,0.000001931619,0.00003888363,0.0003401093],"genre_scores_gemma":[0.999221,0.000007424379,0.0003816268,0.00007176073,0.0000871805,0.00002890937,0.000009186642,0.000006539381,0.0001864291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09854867,"threshold_uncertainty_score":0.4608324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025262761","doi":"10.1080/03639040601134132","title":"Investigation of Hypromellose Particle Size Effects on Drug Release from Sustained Release Hydrophilic Matrix Tablets","year":2007,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dow Chemical (Canada)","funders":"","keywords":"Particle size; Polyvinyl alcohol; Dissolution; Viscosity; Drug; Chemistry; Chromatography; Particle (ecology); Excipient; Dosage form; Chemical engineering; Materials science; Pharmacology; Composite material; Organic chemistry; Medicine","authors":[{"name":"Shawn A. Mitchell","is_ca":true},{"name":"Karen M. Balwinski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08318237895125913,"gpt":0.3564448602190196,"spread":0.2732624812677604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002389475,0.0004318689,0.0005586204,0.0001711066,0.0004026879,0.00004649884,0.0002787455,0.0002708655,0.0004231702],"category_scores_gemma":[0.0004829861,0.0004236211,0.0001002264,0.0005216427,0.0002289979,0.0003360134,0.0001365392,0.0009648399,0.0001899362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001770985,"about_ca_system_score_gemma":0.0003875835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003329027,"about_ca_topic_score_gemma":0.00002235522,"domain_scores_codex":[0.9964458,0.0007455015,0.001058265,0.0005847591,0.0004434594,0.0007221758],"domain_scores_gemma":[0.9961452,0.002300922,0.000428344,0.0002450898,0.0001396383,0.0007407722],"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":[0.02215594,0.00171073,0.2268279,0.0009320154,0.001723036,0.001105381,0.03010765,0.0004449176,0.3638749,0.001369002,0.1209894,0.2287592],"study_design_scores_gemma":[0.01106773,0.00007491082,0.002592287,0.0001272928,0.0001956109,0.000004892027,0.0005859504,0.0009539791,0.8705823,0.0002917234,0.1129842,0.0005391219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941266,0.0008239727,0.000009034109,0.001231198,0.001697176,0.00116532,0.00004565787,0.0001382991,0.0007627315],"genre_scores_gemma":[0.9945536,0.0001124506,0.0001273404,0.001626,0.0009191339,0.00004692445,0.0001019829,0.00003921261,0.002473387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5067074,"threshold_uncertainty_score":0.9998215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013400476","doi":"10.3109/03639045.2014.884132","title":"The use of the United States FDA programs as a strategy to advance the development of drug products for neglected tropical diseases","year":2014,"lang":"en","type":"review","venue":"Drug Development and Industrial Pharmacy","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":19,"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":"Orphan drug; Voucher; Medicine; Neglected tropical diseases; Tropical disease; Disease; Drug development; Rare disease; Developing country; Drug; Food and drug administration; Environmental health; Business; Intensive care medicine; Economic growth; Pharmacology; Bioinformatics","authors":[{"name":"Kristina Sachs‐Barrable","is_ca":true},{"name":"Jocelyn Conway","is_ca":true},{"name":"Pavel Gershkovich","is_ca":false},{"name":"Fady Ibrahim","is_ca":false},{"name":"Kishor M. Wasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.132116092830896,"gpt":0.3763290295724299,"spread":0.2442129367415339,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001637684,0.0003979191,0.0008124234,0.0001150024,0.0007285175,0.00007671217,0.0005650386,0.0001190452,0.00002087449],"category_scores_gemma":[0.0004502312,0.0001862171,0.0001732766,0.0005658368,0.0002606281,0.00008138031,0.0002213193,0.0005345823,0.00001704211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007190268,"about_ca_system_score_gemma":0.001387344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007586421,"about_ca_topic_score_gemma":0.00007218284,"domain_scores_codex":[0.9975507,0.0004904506,0.001083045,0.0003672176,0.00009972887,0.0004088253],"domain_scores_gemma":[0.997592,0.001092166,0.0006718755,0.0003158695,0.0002779981,0.00005005055],"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":[0.0003607265,0.0001878625,0.0001281947,0.0005836356,0.0008878481,2.35928e-7,0.001238232,0.000005602726,0.00007592672,0.0001506297,0.0173885,0.9789926],"study_design_scores_gemma":[0.0008860142,0.00004274038,0.0001076344,0.001491024,0.0003683408,0.000006089903,0.0001601615,0.000002068719,0.002088593,0.000008439974,0.9945986,0.0002402872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1274295,0.8582466,0.00004652838,0.001300085,0.002827137,0.009752306,0.0002939022,0.00007031231,0.00003362934],"genre_scores_gemma":[0.006981267,0.9683048,0.0007522411,0.0003157951,0.0004907363,0.003178339,0.004065483,0.0001312494,0.01578014],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9787523,"threshold_uncertainty_score":0.7593715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120890333","doi":"10.3109/03639045.2014.959969","title":"Formulation and evaluation of floating tablet of H<sub>2</sub>-receptor antagonist","year":2014,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":18,"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":"Factorial experiment; Chromatography; Dosage form; Chemistry; Polymer; Materials science; Mathematics; Composite material","authors":[{"name":"Rajesh Kesarla","is_ca":false},{"name":"Pratik Ashwinbhai Vora","is_ca":false},{"name":"B. K. Sridhar","is_ca":false},{"name":"Gunvant Patel","is_ca":false},{"name":"Abdelwahab Omri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1816701358123763,"gpt":0.3955401177523876,"spread":0.2138699819400113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004294598,0.0001956262,0.0003550293,0.0001409324,0.0002455386,0.00002203128,0.0001003927,0.0001654958,0.0001229516],"category_scores_gemma":[0.0001967676,0.0001946271,0.00003925947,0.0001904646,0.0001217212,0.0002697681,0.00008105579,0.0003278551,0.00001140517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005481512,"about_ca_system_score_gemma":0.0002322578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004737785,"about_ca_topic_score_gemma":0.000009671637,"domain_scores_codex":[0.9977438,0.0006409864,0.0007308449,0.0002595463,0.000374554,0.0002503126],"domain_scores_gemma":[0.998753,0.0003301384,0.0004196459,0.00008798955,0.0002635597,0.000145652],"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":[0.0006947088,0.0002223111,0.05132005,0.0002195176,0.0002631104,5.024497e-7,0.004605123,0.0004367933,0.3275462,0.0006315076,0.005886101,0.6081741],"study_design_scores_gemma":[0.00690058,0.00003579138,0.001225125,0.00006969879,0.000193123,0.000003118935,0.0002863509,0.02187948,0.873549,0.00008317386,0.09552706,0.0002474597],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961714,0.0003132947,0.0000469298,0.000186644,0.001048109,0.000609903,0.00002785738,0.00002589455,0.001570016],"genre_scores_gemma":[0.9991168,0.0001094435,0.0001423677,0.0001159866,0.0003322416,0.00002029783,0.00009574958,0.00001321154,0.00005388513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6079267,"threshold_uncertainty_score":0.7936664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017907709","doi":"10.1080/03639040701484338","title":"Determination of Clozapine and its Metabolite, Norclozapine in Various Biological Matrices Using High-Performance Liquid Chromatography","year":2007,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Riverview Hospital; University of British Columbia","funders":"University of California, San Francisco","keywords":"Chromatography; Metabolite; Chemistry; High-performance liquid chromatography; Analyte; Residue (chemistry); Ammonium acetate; Biochemistry","authors":[{"name":"Micheal Rosland","is_ca":true},{"name":"Priscilla Szeto","is_ca":true},{"name":"Ric M. Procyshyn","is_ca":true},{"name":"Alasdair M. Barr","is_ca":true},{"name":"Kishor M. Wasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07111298750503513,"gpt":0.3308247474575766,"spread":0.2597117599525414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006647473,0.0001788476,0.0003541558,0.0005188059,0.00007931098,0.00001425006,0.00005568574,0.00007749457,0.00003231001],"category_scores_gemma":[0.00005367079,0.0001364492,0.00002642499,0.0005463784,0.00006351852,0.0001640873,0.00007251979,0.0002071119,0.000001883611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005524525,"about_ca_system_score_gemma":0.0001926274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009173042,"about_ca_topic_score_gemma":0.00001162655,"domain_scores_codex":[0.9986777,0.00004249326,0.0004681206,0.0002489174,0.0002515497,0.0003112422],"domain_scores_gemma":[0.9994791,0.00007779094,0.000116414,0.00006447677,0.0000765714,0.0001856623],"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":[0.0295945,0.0007697035,0.2714569,0.0002528894,0.0002675787,0.0002381442,0.0009207334,0.000002535332,0.04474466,0.0002891806,0.00004044191,0.6514227],"study_design_scores_gemma":[0.03229145,0.0005316278,0.2597046,0.000296737,0.0001274144,0.0001127986,0.00009169311,0.001325332,0.7009401,0.00002964702,0.004162585,0.0003860205],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952563,0.003910396,0.00002355905,0.0001166877,0.00009635512,0.000519607,0.000005555651,0.0000215885,0.00004996705],"genre_scores_gemma":[0.991756,0.003128093,0.004838854,0.00003469721,0.000155756,0.00001280728,0.00004474837,0.000009915942,0.00001917814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6561955,"threshold_uncertainty_score":0.5564237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127708867","doi":"10.1080/03639040601077349","title":"Assessing the Antifungal Activity of a New Oral Lipid-Based Amphotericin B Formulation Following Administration to Rats Infected with<i>Aspergillus Fumigatus</i>","year":2007,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":17,"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":"Canadian Institutes of Health Research; British Columbia Centre for Disease Control","keywords":"Galactomannan; Aspergillus fumigatus; Amphotericin B; Spleen; Saline; Kidney; Pharmacology; Amphotericin B deoxycholate; Oral administration; Microbiology; Aspergillosis; Biology; Medicine; Chemistry; Immunology; Endocrinology; Antifungal","authors":[{"name":"Verica Risovic","is_ca":true},{"name":"Mike Rosland","is_ca":true},{"name":"Olena Sivak","is_ca":true},{"name":"Kishor M. Wasan","is_ca":true},{"name":"Karen H. Bartlett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0770259185064182,"gpt":0.3644892842924351,"spread":0.2874633657860169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001031945,0.0002038367,0.0003260135,0.0001150304,0.0002599564,0.00009845469,0.00006480974,0.00007371411,0.00002962164],"category_scores_gemma":[0.000168144,0.0001399625,0.00006605531,0.0005334433,0.00004909323,0.0003876157,0.00002819984,0.0002792849,0.000002156519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001212554,"about_ca_system_score_gemma":0.001531305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001555861,"about_ca_topic_score_gemma":0.0002607132,"domain_scores_codex":[0.9985167,0.00006464749,0.000422942,0.0002797445,0.0004229122,0.0002930645],"domain_scores_gemma":[0.9992067,0.0001549206,0.0001653446,0.000146953,0.0001052748,0.000220837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005160163,0.0002312011,0.6110399,0.00005158358,0.0001210447,0.00003201323,0.001235745,0.00001355579,0.2479874,0.000008964228,0.001119851,0.1329986],"study_design_scores_gemma":[0.004320815,0.0001357631,0.3595649,0.0002040992,0.0001007003,0.000003334254,0.000185639,0.0001855736,0.6276566,0.000001987782,0.007451637,0.0001889851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952347,0.00001898565,0.002628576,0.0008335653,0.0002317284,0.0007493831,0.000001837157,0.00004061928,0.0002605943],"genre_scores_gemma":[0.9978309,0.000001818567,0.001392458,0.0003058635,0.0002282596,0.000005260231,0.00004124378,0.00001562402,0.0001785585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3796692,"threshold_uncertainty_score":0.5707504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966670174","doi":"10.3109/03639045.2013.777734","title":"Double-walled microspheres loaded with meglumine antimoniate: preparation, characterization and<i>in vitro</i>release study","year":2013,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Meglumine antimoniate; Materials science; Microsphere; PLGA; Chemical engineering; Drug delivery; Emulsion; Controlled release; Nuclear chemistry; Chemistry; Nanotechnology; Nanoparticle; Visceral leishmaniasis; Medicine","authors":[{"name":"Ali Navaei","is_ca":false},{"name":"Morteza Rasoolian","is_ca":false},{"name":"Arash Momeni","is_ca":true},{"name":"Shahriar Hojjati Emami","is_ca":false},{"name":"Mohammad Rafienia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08482630129927292,"gpt":0.362893149311681,"spread":0.2780668480124081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005261711,0.0003985822,0.0004599222,0.000158663,0.0003235597,0.000112742,0.0001655553,0.0001481974,0.0003984376],"category_scores_gemma":[0.00002043705,0.000348234,0.00002297882,0.0003574021,0.0001242523,0.0007690529,0.0001165641,0.0006006298,0.00008596309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009340882,"about_ca_system_score_gemma":0.0002067926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001999805,"about_ca_topic_score_gemma":0.0000452575,"domain_scores_codex":[0.9976435,0.0003538984,0.0007229259,0.0005777234,0.0002237706,0.0004781355],"domain_scores_gemma":[0.999042,0.0001151585,0.0002773422,0.0001409667,0.0001399102,0.0002845706],"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":[0.01851448,0.001915663,0.2477629,0.0000877103,0.0006112841,0.0001248138,0.01549117,0.0001981569,0.6121598,0.00001662882,0.003040567,0.1000768],"study_design_scores_gemma":[0.04774401,0.0001390579,0.01200376,0.00006161979,0.0001584964,0.00003669404,0.001608779,0.002318377,0.7624958,0.000005404328,0.1724265,0.001001499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952069,0.0002303054,0.00004118837,0.0005135993,0.0005014159,0.003201663,0.0000145265,0.00009935759,0.0001910659],"genre_scores_gemma":[0.9958313,0.0001053786,0.0001951837,0.000385786,0.0002565994,0.0004715715,0.0001852035,0.00003621198,0.002532789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2357592,"threshold_uncertainty_score":0.9998969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146524181","doi":"10.1081/ddc-120003457","title":"Analysis and Stability of the Constituents of Artichoke and St. John's Wort Tinctures by HPLC–DAD and HPLC–MS","year":2002,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Cynara cardunculus studies","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Aboca S.p.A. Società Agricola","keywords":"Traditional medicine; High-performance liquid chromatography; Chemistry; Hypericum perforatum; Chromatography; Medicine","authors":[{"name":"Anna Rita Bilia","is_ca":false},{"name":"Maria Camilla Bergonzi","is_ca":false},{"name":"G Mazzi","is_ca":false},{"name":"F. F. Vincieri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0486482560210768,"gpt":0.2356696756649896,"spread":0.1870214196439128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003294848,0.0001482671,0.0003202595,0.00002031556,0.0002143663,0.00003586226,0.00008166063,0.00004507855,0.0001754182],"category_scores_gemma":[0.00008044983,0.00005664588,0.00004183119,0.0003420112,0.000382672,0.00008863413,0.000213249,0.0001156216,2.474393e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001132724,"about_ca_system_score_gemma":0.000009647093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003164171,"about_ca_topic_score_gemma":0.0002540637,"domain_scores_codex":[0.9989749,0.00008517588,0.0003136216,0.0002556446,0.0002058921,0.0001648279],"domain_scores_gemma":[0.9995173,0.0001636092,0.0001389671,0.00004119752,0.00005281037,0.00008617255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004347658,0.00005820072,0.9059448,0.00001133034,0.0002322416,4.541321e-7,0.0007197289,1.770446e-7,0.007469635,0.00001209693,0.002528631,0.08297929],"study_design_scores_gemma":[0.001829636,0.00004735601,0.8301253,0.00004215875,0.0004651466,0.000003051699,0.0008402087,0.0001020012,0.08009346,0.00004732306,0.08604465,0.0003597065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971434,0.001244823,2.853426e-7,0.0007451862,0.00006538596,0.0002498598,0.00006949915,0.000008531836,0.000472954],"genre_scores_gemma":[0.9991471,0.0005727703,0.00002113388,0.00006029567,0.00004752221,0.000006922476,0.00001031172,6.730365e-7,0.0001332514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08351602,"threshold_uncertainty_score":0.2309952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040023197","doi":"10.3109/03639045.2010.533681","title":"Protein micro and nanoencapsulation within glycol-chitosan/Ca<sup>2+</sup>/alginate matrix by spray drying","year":2011,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Spray drying; Chitosan; Chemistry; Matrix (chemical analysis); Freeze-drying; Chemical engineering; Chromatography; Nuclear chemistry; Organic chemistry; Engineering","authors":[{"name":"Burak I. Erdinç","is_ca":true},{"name":"Ronald J. Neufeld","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04929905645459491,"gpt":0.2783988587981554,"spread":0.2290998023435605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004611406,0.0003022797,0.0003301306,0.000212184,0.0003260658,0.00006559197,0.00007857296,0.0001477827,0.000294932],"category_scores_gemma":[0.00005394752,0.0002602079,0.00004386352,0.0002222107,0.0001068255,0.000324553,0.00008219579,0.000445724,0.00004580686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005548125,"about_ca_system_score_gemma":0.0003185626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000551046,"about_ca_topic_score_gemma":6.776799e-7,"domain_scores_codex":[0.9982544,0.0001020706,0.0005883304,0.0004145342,0.0003099891,0.0003306827],"domain_scores_gemma":[0.9993043,0.00002378805,0.0001959474,0.0001244068,0.00007248154,0.0002791039],"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":[0.004941021,0.0008569413,0.05412846,0.0005174579,0.0007457779,0.0002641815,0.05556568,0.00003492945,0.7537814,0.000318691,0.04129216,0.08755331],"study_design_scores_gemma":[0.009232706,0.00005966803,0.0003134551,0.0002512181,0.00009920462,0.0000377975,0.0008077018,0.0007481012,0.9018025,0.00001490355,0.08614586,0.0004869333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957019,0.0004445556,0.0000264157,0.0004225065,0.0002782079,0.001114002,0.000009375583,0.00008711989,0.001915931],"genre_scores_gemma":[0.9947222,0.00003010507,0.001291557,0.0004956732,0.000341556,0.00005004142,0.00007985099,0.00003493876,0.00295407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1480211,"threshold_uncertainty_score":0.999985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027316678","doi":"10.3109/03639045.2012.719908","title":"Pharmacokinetics and tissue distribution of amphotericin B following oral administration of three lipid-based formulations to rats","year":2012,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":16,"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":"Canadian Institutes of Health Research","keywords":"Pharmacokinetics; Pharmacology; Amphotericin B; Oral administration; Chemistry; Distribution (mathematics); Plasma concentration; Tissue distribution; Antifungal; Medicine; Internal medicine","authors":[{"name":"Fady Ibrahim","is_ca":true},{"name":"Pavel Gershkovich","is_ca":true},{"name":"Olena Sivak","is_ca":true},{"name":"Ellen K. Wasan","is_ca":false},{"name":"Kishor M. Wasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1091075338691175,"gpt":0.3766819579192969,"spread":0.2675744240501794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005038179,0.0001377843,0.0002987147,0.000113697,0.00009949799,0.0000139779,0.00004482351,0.00003877241,0.00002901753],"category_scores_gemma":[0.0001777531,0.0001224407,0.00003208565,0.0002689064,0.00005083599,0.0001777751,0.00006339402,0.0001261398,0.000002025554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005888989,"about_ca_system_score_gemma":0.0002212455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004658338,"about_ca_topic_score_gemma":0.00001180888,"domain_scores_codex":[0.9988272,0.00004090807,0.0004196377,0.0001413599,0.0003249325,0.0002459643],"domain_scores_gemma":[0.9993982,0.00008992738,0.0001094545,0.00007592048,0.0001130172,0.000213494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002168642,0.0005816672,0.6258651,0.0002378396,0.0003632134,0.000008176306,0.002121466,0.00001184744,0.1384933,0.0001058665,0.008764393,0.2212785],"study_design_scores_gemma":[0.005250866,0.0001637589,0.1184319,0.0001426309,0.0001629468,0.00000355054,0.0000989068,0.0002525306,0.8181624,0.00000536084,0.05715039,0.0001747748],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970255,0.0001725069,0.0006602935,0.001058813,0.0002104064,0.0007202597,0.00002240627,0.00001533136,0.0001144389],"genre_scores_gemma":[0.9979616,0.00003025581,0.001504558,0.0000621334,0.0001967913,0.00002888596,0.0001365716,0.00001039924,0.00006877543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6796691,"threshold_uncertainty_score":0.4992985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2746370062","doi":"10.1080/03639045.2017.1371735","title":"Effect of Kollidon VA<sup>®</sup>64 particle size and morphology as directly compressible excipient on tablet compression properties","year":2017,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apotex (Canada)","funders":"","keywords":"Friability; Excipient; Compression (physics); Particle size; Materials science; Composite material; Dosage form; Scanning electron microscope; Chemistry; Chromatography","authors":[{"name":"R. S. Chaudhary","is_ca":true},{"name":"Chandrakant Patel","is_ca":true},{"name":"V. Sevak","is_ca":true},{"name":"Mohamed Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1555727006727423,"gpt":0.3970949784099324,"spread":0.24152227773719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001869066,0.0004223902,0.0007158744,0.00008579322,0.00120719,0.0001348393,0.000406514,0.0002761032,0.0004066575],"category_scores_gemma":[0.0003516668,0.0003321155,0.00007320485,0.00008777602,0.0005474775,0.0003698676,0.0004136129,0.000790394,0.00008457507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005321274,"about_ca_system_score_gemma":0.0001472519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002971396,"about_ca_topic_score_gemma":0.00000422229,"domain_scores_codex":[0.9968159,0.001069608,0.0006722803,0.0005528609,0.0003134077,0.0005760088],"domain_scores_gemma":[0.9979719,0.0008249654,0.0004219412,0.0003202639,0.00008358448,0.0003773278],"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":[0.03799423,0.002228656,0.3271876,0.001256582,0.001702706,0.0003159179,0.01946534,0.002645089,0.196584,0.0003911596,0.07014573,0.3400829],"study_design_scores_gemma":[0.01309552,0.0003779856,0.001436478,0.0002697476,0.0001700738,0.0000265138,0.0001890103,0.00522258,0.7559104,0.00001733943,0.2228156,0.0004687513],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922795,0.0009753319,0.000001199538,0.0007831563,0.001619372,0.001062837,0.00003068304,0.00007488912,0.003173003],"genre_scores_gemma":[0.9954558,0.0003533479,0.00002115334,0.0004462422,0.000365375,0.0001127895,0.00001497335,0.00002756658,0.003202753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5593264,"threshold_uncertainty_score":0.9999131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007541949","doi":"10.3109/03639045.2012.762016","title":"A simple and sensitive method for determination of vitamins D<sub>3</sub>and K<sub>1</sub>in rat plasma: application for an<i>in vivo</i>pharmacokinetic study","year":2013,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Vitamin K Research Studies","field":"Nursing","cited_by":15,"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":"Pharmacokinetics; In vivo; Simple (philosophy); Plasma; Chemistry; Chromatography; Pharmacology; Medicine; Physics; Biology","authors":[{"name":"Pavel Gershkovich","is_ca":true},{"name":"Fady Ibrahim","is_ca":true},{"name":"Olena Sivak","is_ca":true},{"name":"Jerald W. Darlington","is_ca":false},{"name":"Kishor M. Wasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04988185917766551,"gpt":0.3528967654982048,"spread":0.3030149063205393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001377033,0.0002989581,0.0004764134,0.0003976828,0.0002185244,0.00007563872,0.00009585082,0.00008342855,0.000001343053],"category_scores_gemma":[0.0002853909,0.0002958844,0.0000325664,0.0003096247,0.00009198965,0.0004819212,0.0001222676,0.0002318216,9.980084e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382757,"about_ca_system_score_gemma":0.0000773729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001175057,"about_ca_topic_score_gemma":0.0002882903,"domain_scores_codex":[0.9977838,0.0002883987,0.0006233911,0.0005778471,0.0002683236,0.0004581911],"domain_scores_gemma":[0.998318,0.001011505,0.0002036217,0.0001034186,0.0002181181,0.0001453728],"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":[0.0007421877,0.000265817,0.005116767,0.00009901667,0.00003729056,0.000001463628,0.005020663,0.000007297854,0.5496996,0.000003328825,0.0006985518,0.438308],"study_design_scores_gemma":[0.01382723,0.000258557,0.006575769,0.000054187,0.00007714434,0.000002943902,0.002335945,0.02292317,0.9522434,0.0001128186,0.00126375,0.0003251095],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991638,0.0000632724,0.001059955,0.0003325759,0.0001809946,0.006648319,0.00003872769,0.00002466718,0.00001347607],"genre_scores_gemma":[0.9961441,0.00007353393,0.001689614,0.00006602229,0.0001519155,0.001784551,0.00004559915,0.0000357113,0.000008976534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4379829,"threshold_uncertainty_score":0.9999493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044060910","doi":"10.3109/03639045.2011.653364","title":"Sustained-release alginate-chitosan pellets prepared by melt pelletization technique","year":2012,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Particle Physics","funders":"Ministry of Higher Education, Malaysia","keywords":"Chitosan; Pellets; Pellet; Dissolution; Chemistry; Chemical engineering; Controlled release; Calcium; Excipient; Chromatography; Pelletizing; Calcium alginate; Nuclear chemistry; Materials science; Organic chemistry; Composite material","authors":[{"name":"Tin Wui Wong","is_ca":true},{"name":"Nurulaini Harjoh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0998025126244007,"gpt":0.3759680904589028,"spread":0.2761655778345021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00158614,0.0004627616,0.0004296871,0.0001969756,0.0006406066,0.00007464494,0.0002953634,0.0003871923,0.001206294],"category_scores_gemma":[0.0001315896,0.0004608905,0.00008292288,0.0003597032,0.0001773391,0.0005749544,0.0002638388,0.00098219,0.0002057926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000125139,"about_ca_system_score_gemma":0.0002956161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007724546,"about_ca_topic_score_gemma":0.000002224677,"domain_scores_codex":[0.9967502,0.0007576654,0.0007483838,0.0004689027,0.0003383244,0.0009365054],"domain_scores_gemma":[0.9984523,0.0002584376,0.0002764227,0.0001853128,0.00009017406,0.0007373416],"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":[0.001700489,0.001491468,0.04239609,0.0002095706,0.0005675307,0.000036957,0.01223242,0.00003897321,0.05767626,0.000730518,0.7567942,0.1261255],"study_design_scores_gemma":[0.003167243,0.00001805762,0.00005826999,0.00002382772,0.00008310075,0.00001986768,0.0006066838,0.0002310863,0.3084465,0.00001858175,0.686872,0.0004548251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586117,0.002908409,0.0005866476,0.002154081,0.004126796,0.002809136,0.0001080683,0.0004548547,0.02824037],"genre_scores_gemma":[0.9919531,0.0002643064,0.0001646402,0.00104164,0.001033343,0.0002353054,0.0003622558,0.00004763051,0.00489772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2507702,"threshold_uncertainty_score":0.9997843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2176595360","doi":"10.3109/03639045.2015.1118493","title":"Novel self-assembled mesalamine–sucralfate complexes: preparation, characterization, and formulation aspects","year":2015,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","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":"Sucralfate; Chemistry; Aqueous solution; Proton NMR; Drug delivery; Drug; Molecule; Fourier transform infrared spectroscopy; Combinatorial chemistry; Stereochemistry; Chemical engineering; Organic chemistry; Pharmacology; Biochemistry","authors":[{"name":"Pompilia Ispas‐Szabo","is_ca":true},{"name":"Mihaela Maria Friciu","is_ca":true},{"name":"Phuong Nguyen","is_ca":true},{"name":"Yves Dumoulin","is_ca":true},{"name":"Mircea Alexandru Mateescu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2078925259827985,"gpt":0.3964074563019841,"spread":0.1885149303191856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001309552,0.0003278008,0.0003702722,0.0001699007,0.0004418271,0.0001359881,0.0001505674,0.0002118523,0.00008602443],"category_scores_gemma":[0.00007711811,0.0003235967,0.000033783,0.000277862,0.0000415779,0.0007749214,0.0001290196,0.000426385,0.00006957891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279294,"about_ca_system_score_gemma":0.0004345431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005098208,"about_ca_topic_score_gemma":0.00002159692,"domain_scores_codex":[0.9978999,0.0002721781,0.0006967958,0.0004433653,0.000281887,0.0004058908],"domain_scores_gemma":[0.998726,0.000144719,0.0002886858,0.0001200743,0.0002466934,0.0004737992],"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":[0.007024608,0.003140003,0.2553214,0.0005199524,0.002562787,0.00007861153,0.09923781,0.0004800904,0.3958048,0.01413773,0.09225583,0.1294364],"study_design_scores_gemma":[0.01193216,0.00005555126,0.004726385,0.00003601364,0.000144711,0.00004672524,0.0003571067,0.01039189,0.07018326,0.00009355816,0.9014321,0.0006005726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930871,0.0001851321,0.0004341938,0.0009845922,0.001643215,0.000971643,0.00002594962,0.0002322947,0.002435917],"genre_scores_gemma":[0.9963342,0.0001076114,0.0003822705,0.0007473755,0.0007213348,0.00007373429,0.0003556863,0.00002643295,0.00125133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8091763,"threshold_uncertainty_score":0.9999216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139336144","doi":"10.1081/ddc-52070","title":"Hydroxyzine- and Cetirizine-Loaded Liposomes: Effect of Duration of Thin Film Hydration, Freeze-Thawing, and Changing Buffer pH on Encapsulation and Stability","year":2005,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Hydroxyzine; Liposome; Cetirizine; Chromatography; Chemistry; Phosphatidylcholine; Vesicle; Dosage form; Lecithin; Membrane; Pharmacology; Biochemistry","authors":[{"name":"Abeer Elzainy","is_ca":true},{"name":"Xiaochen Gu","is_ca":true},{"name":"F. Estelle R. Simons","is_ca":true},{"name":"Keith J. Simons","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0852287872600691,"gpt":0.3662089091977411,"spread":0.280980121937672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001312675,0.0003006855,0.0004039953,0.000229593,0.0002625776,0.00002208266,0.00008071688,0.0001763234,0.0001807047],"category_scores_gemma":[0.000131439,0.0002751657,0.00002922147,0.0001866782,0.0002500799,0.0004472814,0.00009161989,0.0004686498,0.000002149441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004989785,"about_ca_system_score_gemma":0.00006262839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001722272,"about_ca_topic_score_gemma":0.000007406365,"domain_scores_codex":[0.9980003,0.0004076202,0.0006861467,0.0003907324,0.0002253297,0.0002899049],"domain_scores_gemma":[0.9988706,0.0005207783,0.000288645,0.00009700323,0.00006927498,0.0001536778],"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":[0.005287751,0.0005807091,0.1634511,0.0008631722,0.0006755802,0.000009043535,0.03552184,0.001147528,0.4607667,0.000329592,0.001384495,0.3299825],"study_design_scores_gemma":[0.008070786,0.0001499878,0.00247034,0.00009176089,0.0001558868,0.000005310043,0.0001902266,0.01125208,0.9636598,0.00003416303,0.01362479,0.000294846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967657,0.0009759557,0.00006714882,0.0006360268,0.000321686,0.0008791651,0.00003570412,0.00003334452,0.0002852693],"genre_scores_gemma":[0.9984442,0.0006537259,0.0001963681,0.0002270849,0.0002412113,0.00003778324,0.00007246657,0.00001759034,0.0001095825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5028931,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052765189","doi":"10.1081/ddc-120024184","title":"Effect of Lipid Excipients on In Vitro Pancreatic Lipase Activity","year":2003,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":12,"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":"Lipase; In vitro; Pancreatic lipase; Chemistry; Pharmacology; Lipid digestion; Biochemistry; Enzyme; Medicine","authors":[{"name":"Kishor M. Wasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0383206466567604,"gpt":0.3252870010757009,"spread":0.2869663544189405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006752398,0.0002110328,0.0004485036,0.0001846931,0.00007007927,0.000005928583,0.00004541522,0.00007425975,0.0001500251],"category_scores_gemma":[0.0001367854,0.000166046,0.00004912329,0.0001956064,0.0000516911,0.00007822224,0.0000249546,0.0003357922,0.00002543022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001412494,"about_ca_system_score_gemma":0.0002044573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002010374,"about_ca_topic_score_gemma":7.912481e-7,"domain_scores_codex":[0.99873,0.000306735,0.0002595436,0.0002510751,0.0001905908,0.0002620738],"domain_scores_gemma":[0.9993734,0.0002622993,0.00008683756,0.00009244898,0.00001773616,0.000167304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.04040097,0.004392766,0.4426435,0.0003749269,0.0008458251,0.0004019037,0.002070164,0.000007129065,0.1534344,0.00005297868,0.005452763,0.3499227],"study_design_scores_gemma":[0.02050937,0.0002511842,0.008526988,0.0001027184,0.0001294089,0.000008365435,0.0000114943,0.0000180964,0.9552715,0.000002313638,0.01503451,0.0001340656],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960238,0.00008230987,7.584632e-7,0.0002076496,0.0004094934,0.0007179707,0.000003565592,0.00002004991,0.002534441],"genre_scores_gemma":[0.9989152,0.00006326543,0.00004886435,0.0001586361,0.00009791871,0.00006074981,0.0000162984,0.00001116011,0.0006278918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8018371,"threshold_uncertainty_score":0.677116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102705273","doi":"10.1080/03639040500306245","title":"Comparison of Three Pharmaceutical Products Obtained from Mexico and the United States: A Case Study","year":2005,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Analytical Methods in Pharmaceuticals","field":"Chemistry","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"High-performance liquid chromatography; Amoxicillin; Chromatography; Suspension (topology); Dosage form; Chemistry; Relative standard deviation; Mathematics; Antibiotics; Detection limit","authors":[{"name":"Kelly L. Karlage","is_ca":false},{"name":"Paul B. Myrdal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2278518139035799,"gpt":0.4345129314456134,"spread":0.2066611175420335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001647343,0.0003800292,0.0007090762,0.0001150067,0.0002933981,0.0000871847,0.0002949839,0.00009394492,0.000610408],"category_scores_gemma":[0.0006236494,0.0002671448,0.00004933683,0.0004340325,0.0005906494,0.0001554213,0.0003777359,0.000934936,0.000008409933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007428735,"about_ca_system_score_gemma":0.0001683444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003969017,"about_ca_topic_score_gemma":0.00002477757,"domain_scores_codex":[0.9970856,0.0003655529,0.001065082,0.0005561005,0.0004944795,0.0004331672],"domain_scores_gemma":[0.997304,0.001691993,0.0002531148,0.0002765178,0.0001543057,0.0003200547],"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":[0.00782659,0.00401553,0.3422875,0.0002242615,0.003225534,0.0005640357,0.04934305,0.0002086687,0.0043104,0.000579142,0.008397475,0.5790178],"study_design_scores_gemma":[0.05382132,0.00004410565,0.0001875105,0.0001278198,0.0015969,0.0001288943,0.02008773,0.1019271,0.4650629,0.0003631966,0.3555757,0.001076841],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946389,0.0007588069,0.0001370329,0.003055035,0.0001451286,0.0006835581,0.00002456606,0.00007464938,0.0004822942],"genre_scores_gemma":[0.9960271,0.00007869443,0.002696643,0.0003798885,0.0005213412,0.00005088998,0.00004408844,0.000031975,0.0001693441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.577941,"threshold_uncertainty_score":0.9999781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000987651","doi":"10.3109/03639045.2015.1009913","title":"Passive acoustic emissions from particulates in a V-blender","year":2015,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Vibration; Particle (ecology); Acoustics; SPHERES; Momentum (technical analysis); Context (archaeology); Shell (structure); Accelerometer; Materials science; Mechanics; Physics; Engineering; Composite material; Aerospace engineering","authors":[{"name":"Allison Crouter","is_ca":true},{"name":"Lauren Briens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06327597793920488,"gpt":0.2594144251548045,"spread":0.1961384472155996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001409366,0.0001682915,0.0001854388,0.00009035323,0.0000465675,0.00004212798,0.0000830387,0.00006478501,0.00009122783],"category_scores_gemma":[0.00004556334,0.0001515402,0.00002037621,0.0001762035,0.00002015205,0.000150993,0.00004328369,0.0002537723,0.00004675984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007178053,"about_ca_system_score_gemma":0.0001304444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000567813,"about_ca_topic_score_gemma":0.00001628994,"domain_scores_codex":[0.9991121,0.0000300083,0.0002747739,0.000163269,0.0001537315,0.0002660652],"domain_scores_gemma":[0.9995906,0.00004858442,0.0000181866,0.00007346817,0.00002229532,0.000246825],"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":[0.0005248822,0.0004287469,0.1148406,0.00007482304,0.0006743804,0.0004428536,0.03755848,0.00796992,0.0824242,0.0001151163,0.3893114,0.3656346],"study_design_scores_gemma":[0.02135214,0.00001707862,0.002889027,0.0002510404,0.0001227332,0.000008385078,0.001816275,0.04531136,0.4080222,0.0006613979,0.5181525,0.001395907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975027,0.0005785887,0.0001373669,0.0002247238,0.000688365,0.0001736607,0.000007589909,0.0001175491,0.0005694146],"genre_scores_gemma":[0.9991927,0.0000561085,0.0002869677,0.00005104067,0.0002180011,0.00003180352,0.00004887867,0.00001980377,0.00009468856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3642386,"threshold_uncertainty_score":0.6179628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995666942","doi":"10.3109/03639045.2014.954587","title":"Novel oral amphotericin B formulation (iCo-010) remains highly effective against murine systemic candidiasis following exposure to tropical temperature","year":2014,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":11,"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; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Amphotericin B; Antifungal; Systemic candidiasis; Pharmacology; Oral administration; Systemic administration; Medicine; Chemistry; Biology; In vivo; Dermatology; Biotechnology","authors":[{"name":"Kishor M. Wasan","is_ca":true},{"name":"Olena Sivak","is_ca":true},{"name":"Karen H. Bartlett","is_ca":true},{"name":"Ellen K. Wasan","is_ca":true},{"name":"Pavel Gershkovich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03161335088326761,"gpt":0.3125663265186304,"spread":0.2809529756353628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002962618,0.0003100135,0.0004972699,0.0002309798,0.0002374557,0.0000999659,0.000086691,0.00009640265,0.0000226592],"category_scores_gemma":[0.0002452446,0.0002420577,0.0001189409,0.0003195295,0.00002176173,0.0001951105,0.00007258781,0.0002964539,0.00003309364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004167785,"about_ca_system_score_gemma":0.0003606265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008332595,"about_ca_topic_score_gemma":0.00002079815,"domain_scores_codex":[0.998048,0.0001211689,0.0003997489,0.000435806,0.0005032401,0.000492008],"domain_scores_gemma":[0.9988421,0.0001309362,0.00006828399,0.0001698053,0.00008461853,0.0007042288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008600659,0.001539586,0.4278719,0.0003572412,0.002174151,0.0005167886,0.003311886,0.00009139648,0.1795624,0.0001499134,0.009170154,0.3666539],"study_design_scores_gemma":[0.1133531,0.002030425,0.5084125,0.002910467,0.001133455,0.0001837724,0.0009651381,0.001169525,0.2863724,0.00001641713,0.08152212,0.001930596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963653,0.0001406623,0.0001317804,0.0007220935,0.0004003197,0.001727292,0.00002008226,0.00007469851,0.0004177684],"genre_scores_gemma":[0.9973175,0.00002211646,0.0006032351,0.0005347499,0.0005556155,0.000218517,0.0002455966,0.00002903638,0.0004736467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3647234,"threshold_uncertainty_score":0.9870826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}