{"id":"W2885782295","doi":"10.4212/cjhp.v44i6.2808","title":"Drugs in Use","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000464824,0.00008164592,0.000161309,0.00009588757,0.0001693777,0.00005980773,0.0001560643,0.00001661459,0.0005907341],"category_scores_gemma":[0.0003067005,0.00005001822,0.00007259334,0.0001986163,0.0002545734,0.0003008491,0.00001490674,0.0004256211,0.00006775669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414267,"about_ca_system_score_gemma":0.0005322647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01609308,"about_ca_topic_score_gemma":0.01407103,"domain_scores_codex":[0.9992013,0.00005093161,0.0002394052,0.00006349391,0.000167503,0.0002773779],"domain_scores_gemma":[0.9989519,0.000131879,0.0001164188,0.00009006858,0.0002043913,0.0005053513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00131486,0.0003215588,0.7290075,0.00005118591,0.0007730335,0.002525393,0.0170971,0.000006328256,0.0006472688,0.001253845,0.1675461,0.07945576],"study_design_scores_gemma":[0.002331557,0.0006514979,0.09853851,0.00007463033,0.0001601204,0.0002259539,0.0004368291,0.00008286904,0.001249785,0.0003856648,0.8957411,0.0001214454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452856,0.001343968,0.00000165059,0.04638823,0.0008428257,0.0001199476,0.000003744737,0.000002726689,0.006011313],"genre_scores_gemma":[0.9952018,0.000202166,0.00005842757,0.003487979,0.0008014021,8.269888e-7,3.087238e-7,0.000009552268,0.0002375276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.728195,"threshold_uncertainty_score":0.9904588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06474912835291886,"score_gpt":0.3703941793664795,"score_spread":0.3056450510135607,"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."}}