{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"0d67267daab3","filters":{"venue":"ISRN Pharmaceutics"}},"results":[{"id":"W1988208849","doi":"10.1155/2013/848043","title":"Formulation Strategies to Improve the Bioavailability of Poorly Absorbed Drugs with Special Emphasis on Self-Emulsifying Systems","year":2013,"lang":"en","type":"review","venue":"ISRN Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":374,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Laurentian University","funders":"","keywords":"Biopharmaceutical; Bioavailability; Drug delivery; Drug; Granulation; Dosage form; Biochemical engineering; Nanotechnology; Absorption (acoustics); Materials science; Chemistry; Computer science; Chromatography; Pharmacology; Biotechnology; Medicine; Engineering","authors":[{"name":"Shweta Gupta","is_ca":false},{"name":"Rajesh Kesarla","is_ca":false},{"name":"Abdelwahab Omri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1709830794141438,"gpt":0.4593512927742598,"spread":0.288368213360116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004862781,0.0006419693,0.0006755766,0.001011251,0.0002087242,0.0006875064,0.0004004899,0.0006407449,0.001638358],"category_scores_gemma":[0.0003069086,0.0002550183,0.0005799013,0.000593782,0.0002666126,0.001039276,0.0004503956,0.001202237,0.0008739791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000430971,"about_ca_system_score_gemma":0.0003785991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004111207,"about_ca_topic_score_gemma":0.0005437427,"domain_scores_codex":[0.9997479,0.00003640103,0.00002820924,0.0000550139,0.0001038107,0.00002864011],"domain_scores_gemma":[0.9998901,0.000025102,0.00003933047,0.000006695906,0.00003038826,0.000008334176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009976414,0.0002263086,0.0002761331,0.00441371,0.00009238042,0.0004020994,0.0001270754,0.0008833351,0.7983828,0.004795004,0.001973522,0.1883279],"study_design_scores_gemma":[0.00006913935,0.001747861,0.00205104,0.0005593883,0.0003528645,0.001689272,0.0001047734,0.003824763,0.7051149,0.001192447,0.2832386,0.00005488947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1515286,0.6803476,0.1346444,0.00228628,0.001348325,0.001061167,0.0003238475,0.000754062,0.02770574],"genre_scores_gemma":[0.310003,0.5298219,0.1379824,0.002026768,0.0007532724,0.0006668614,0.0005172763,0.0001834968,0.01804509],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001638358,"threshold_uncertainty_score":0.005480826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093023060","doi":"10.5402/2012/369270","title":"Efficient Nonviral Gene Therapy Using Folate-Targeted Chitosan-DNA Nanoparticles <i>In Vitro</i>","year":2012,"lang":"en","type":"article","venue":"ISRN Pharmaceutics","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Bombardier (Canada); Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China","keywords":"Transfection; Chitosan; In vitro; Immunogenicity; DNA; Molecular biology; Chemistry; Genetic enhancement; Intracellular; Cell culture; Gene delivery; Biophysics; Biochemistry; Cell biology; Gene; Biology; Antigen; Immunology; Genetics","authors":[{"name":"Christian Jreyssaty","is_ca":true},{"name":"Qin Shi","is_ca":true},{"name":"Huijie Wang","is_ca":true},{"name":"Xing‐Ping Qiu","is_ca":true},{"name":"Françoise M. Winnik","is_ca":true},{"name":"Xiaoling Zhang","is_ca":false},{"name":"Kerong Dai","is_ca":false},{"name":"Mohamed Benderdour","is_ca":true},{"name":"Julio Fernandes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04025222310269455,"gpt":0.3172281007544377,"spread":0.2769758776517432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001989041,0.0004483064,0.0002528401,0.000173888,0.0001351544,0.0003796465,0.0003195187,0.0004285333,0.000719833],"category_scores_gemma":[0.0001767979,0.0001723292,0.0002565476,0.0001178335,0.0003092734,0.0002592477,0.0001931675,0.0002992478,0.0002885938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007374999,"about_ca_system_score_gemma":0.0003933599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002061687,"about_ca_topic_score_gemma":0.002717423,"domain_scores_codex":[0.9998091,0.00003434261,0.00001427828,0.0000509587,0.00005541462,0.00003589214],"domain_scores_gemma":[0.9999213,0.00001975055,0.00002871282,0.000008438472,0.00001235505,0.000009373447],"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":[0.00001418385,0.000005986224,0.00001699623,0.00003239543,0.000001627703,0.00002133222,0.000008234575,0.00005379166,0.999122,0.00007313043,0.00001403858,0.0006362037],"study_design_scores_gemma":[0.000003277112,0.00004492048,0.0001234704,0.000001647512,0.000003618104,0.00004205666,0.000003008667,0.000251851,0.9989303,0.000009632041,0.0005846685,0.00000156978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547908,0.007485509,0.03263743,0.0002005822,0.00009007763,0.0001661493,0.0003346407,0.0002402482,0.004054615],"genre_scores_gemma":[0.9781502,0.00175203,0.01378087,0.00005423868,0.00001021767,0.00005682843,0.0002828881,0.00004294719,0.005869779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002061687,"threshold_uncertainty_score":0.005351007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126581861","doi":"10.1155/2014/391523","title":"High-Amylose Sodium Carboxymethyl Starch Matrices: Development and Characterization of Tramadol Hydrochloride Sustained-Release Tablets for Oral Administration","year":2014,"lang":"en","type":"article","venue":"ISRN Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Chemistry; Tramadol Hydrochloride; Excipient; Amylose; Chromatography; Starch; Dosage form; Nuclear chemistry; Dissolution; Pharmacology; Tramadol; Organic chemistry; Analgesic; Medicine","authors":[{"name":"Teresa Nabais","is_ca":true},{"name":"Grégoire Leclair","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07509418630948282,"gpt":0.3850569801788988,"spread":0.3099627938694159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002405149,0.0003014765,0.000158516,0.0003512095,0.0001120046,0.0002614619,0.0001066144,0.0002608534,0.0004049493],"category_scores_gemma":[0.0004208676,0.0001972877,0.0002357828,0.0002227349,0.000166066,0.0002504822,0.0001212615,0.0003283773,0.0001434826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227241,"about_ca_system_score_gemma":0.0002137031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005157909,"about_ca_topic_score_gemma":0.0009737688,"domain_scores_codex":[0.9998338,0.00002559919,0.00001618424,0.00002565871,0.00008001163,0.00001870226],"domain_scores_gemma":[0.9997619,0.00004592134,0.00008683281,0.00001805537,0.0000547374,0.00003253679],"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":[0.00003150154,0.00001303168,0.0001011587,0.00003146647,0.000003618356,0.00004418746,0.0000169808,0.00006400735,0.9979038,0.00002152987,0.000005754056,0.001763039],"study_design_scores_gemma":[0.00001408587,0.0009366861,0.005451195,0.000008997693,0.00002362717,0.0004039316,0.00003286972,0.001209116,0.9904986,0.00002035679,0.001390783,0.000009793262],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834503,0.002057021,0.01339161,0.00004518078,0.00001581157,0.0001376515,0.0001251101,0.00006218522,0.0007150819],"genre_scores_gemma":[0.9806933,0.001319136,0.01688789,0.00001703519,0.000008816175,0.00009364302,0.0001601955,0.00002288134,0.0007972108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005157909,"threshold_uncertainty_score":0.001354694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096818587","doi":"10.1155/2013/458625","title":"Stability of Betaine Capsules","year":2013,"lang":"en","type":"article","venue":"ISRN Pharmaceutics","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"Canada Foundation for Innovation","keywords":"Betaine; Capsule; Chromatography; Chemistry; High-performance liquid chromatography; Biochemistry; Biology; Botany","authors":[{"name":"Mirza Akram Hossain","is_ca":true},{"name":"Stéphanie Boily","is_ca":true},{"name":"Natasha Beauregard","is_ca":true},{"name":"Jean‐Marc Forest","is_ca":true},{"name":"Grégoire Leclair","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0929860385912855,"gpt":0.3897857836872141,"spread":0.2967997450959285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001129273,0.0004194725,0.0004266152,0.0003892191,0.0003838245,0.0006755167,0.0002793007,0.0004524045,0.004307405],"category_scores_gemma":[0.0030616,0.0002330983,0.0004169068,0.0003572512,0.0002526799,0.0005243169,0.0003744515,0.0004618248,0.0008359262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003853322,"about_ca_system_score_gemma":0.0004077643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001422014,"about_ca_topic_score_gemma":0.001016569,"domain_scores_codex":[0.9989415,0.000225236,0.0001273568,0.0002190831,0.0004108502,0.00007611338],"domain_scores_gemma":[0.9984381,0.0003414688,0.0003585203,0.000150188,0.0006139195,0.00009792179],"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":[0.001217464,0.00007216149,0.001464191,0.0002567158,0.00005184285,0.0001727336,0.0003583711,0.0002093997,0.9769254,0.0001659417,0.0003991598,0.01870671],"study_design_scores_gemma":[0.0000688947,0.001894744,0.01118197,0.00008399446,0.00008020183,0.0005290457,0.0001335621,0.001064887,0.9706506,0.00008066537,0.01418841,0.0000430363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632064,0.01011404,0.01354126,0.0001925958,0.0001726569,0.0006280193,0.001957651,0.0003205587,0.009866745],"genre_scores_gemma":[0.9666507,0.003321018,0.01499259,0.0001159233,0.00004169543,0.0004181033,0.001995483,0.000156626,0.01230788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004307405,"threshold_uncertainty_score":0.01440978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}