{"id":"W2108055674","doi":"10.18433/j3hg73","title":"Clinical Trial Risk in Type-2 Diabetes: Importance of Patient History","year":2014,"lang":"en","type":"article","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Type 2 diabetes; Clinical trial; Drug; Diabetes mellitus; Internal medicine; Drug class; Pharmacology; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05338789,0.0002357496,0.001174149,0.003797016,0.0006934829,0.002150355,0.000739612,0.001338166,0.003774257],"category_scores_gemma":[0.2358066,0.0002730851,0.001332514,0.004583981,0.001021151,0.002759257,0.000912905,0.001836902,0.000428198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007882869,"about_ca_system_score_gemma":0.001585679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005583509,"about_ca_topic_score_gemma":0.001251331,"domain_scores_codex":[0.9254239,0.04402431,0.0165689,0.002944751,0.01048917,0.0005489921],"domain_scores_gemma":[0.4668809,0.3812271,0.1291041,0.0111058,0.008352495,0.003329631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00165099,0.0000746423,0.9321237,0.002024998,0.001070376,0.0004509822,0.0003051987,0.0002930033,0.0001428423,0.0005824308,0.002070674,0.05921013],"study_design_scores_gemma":[0.0002751544,0.001167863,0.9549778,0.005568763,0.002746118,0.008669526,0.0007629718,0.002163654,0.0009900066,0.003358892,0.01919962,0.0001197164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7181926,0.2129459,0.01408609,0.01784617,0.0007369673,0.001704087,0.007006683,0.0001474692,0.02733404],"genre_scores_gemma":[0.9806825,0.009216683,0.005847662,0.001924843,0.0006532936,0.0003397838,0.0008275159,0.0000396487,0.0004681091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05338789,"threshold_uncertainty_score":0.2823455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142184792261549,"score_gpt":0.4331532127214209,"score_spread":0.3189347334952661,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}