{"id":"W2239380851","doi":"","title":"Drug sample management in University of Montreal family medicine teaching units","year":2015,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Integre de Sante et de Services Sociaux de Laval","funders":"","keywords":"Sample (material); Bivariate analysis; Pharmacy; Drug; Family medicine; Business; Medicine; Computer science; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008274578,0.0001284053,0.0002812032,0.00008011231,0.0000540939,0.000004940578,0.0001508456,0.00002366119,0.00004620325],"category_scores_gemma":[0.0005826456,0.0001076355,0.00002586,0.0003893441,0.0000994279,0.0001065435,0.0001473136,0.0003029105,0.0000139254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270965,"about_ca_system_score_gemma":0.00004194572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00364567,"about_ca_topic_score_gemma":0.0002323341,"domain_scores_codex":[0.9985346,0.0002153406,0.0002049563,0.0002227091,0.0003245252,0.0004978906],"domain_scores_gemma":[0.9990337,0.0001748676,0.00009125379,0.0001899182,0.0000851927,0.0004250532],"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":[0.004202773,0.001167441,0.3251525,0.000477282,0.0008878875,0.002639279,0.05857823,0.0001386729,0.0002916651,0.004254119,0.1168306,0.4853795],"study_design_scores_gemma":[0.003490713,0.00007010382,0.3612747,0.00007800206,0.0001811322,0.000005186846,0.005101855,0.0001006867,0.0000276265,0.0000732562,0.6295002,0.00009655934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7733305,0.002049699,0.0001728422,0.006605926,0.0003686823,0.0005868679,0.0000156561,0.00006012527,0.2168098],"genre_scores_gemma":[0.993998,0.002787388,0.0005657363,0.0005426022,0.000130408,0.000001576359,0.00001584718,0.00001526606,0.001943189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5126696,"threshold_uncertainty_score":0.5511187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08568599948823268,"score_gpt":0.2994040026734381,"score_spread":0.2137180031852055,"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."}}