{"id":"W7019931559","doi":"","title":"How Safe and Innovative Are First-in-Class Drugs Approved by Health Canada: A Cohort Study","year":2016,"lang":"en","type":"article","venue":"PubMed Central","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cohort study; Cohort; MEDLINE; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001396095,0.0004154938,0.0005876105,0.001645289,0.003429288,0.003435204,0.002003764,0.001456164,0.006506936],"category_scores_gemma":[0.006786036,0.0007036287,0.001292404,0.004116783,0.0009957536,0.00130247,0.001039857,0.00264934,0.0006812733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0154996,"about_ca_system_score_gemma":0.03259796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9766601,"about_ca_topic_score_gemma":0.9817743,"domain_scores_codex":[0.9979317,0.0001601884,0.000146937,0.0003744859,0.0007187615,0.0006679734],"domain_scores_gemma":[0.989364,0.0008292263,0.003691661,0.0006342534,0.002970552,0.002510145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174463,0.00006842176,0.9955111,0.00002238068,0.0001335991,0.00005889337,0.0005756621,0.00002381001,0.000061762,0.0001244713,0.001742405,0.001560149],"study_design_scores_gemma":[0.00002860348,0.0000724354,0.9946278,0.00007140487,0.0001807315,0.0001034979,0.002244522,0.0001425096,0.00006655876,0.00005861401,0.002375448,0.00002800047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837609,0.001628855,0.000100979,0.001715762,0.00006253234,0.00008139144,0.008699366,0.00001092991,0.003939346],"genre_scores_gemma":[0.9921948,0.0009625355,0.0001220732,0.000643624,0.00002876199,0.00002810599,0.001875781,0.00001469209,0.004129698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02333987,"threshold_uncertainty_score":0.112458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393368623357017,"score_gpt":0.2059517838912435,"score_spread":0.1920180976576733,"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."}}