{"id":"W2140872640","doi":"10.1177/0897190012465951","title":"Compliance With Inpatient Drug Use Process Steps","year":2012,"lang":"en","type":"article","venue":"Journal of Pharmacy Practice","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Observational study; Drug; Compliance (psychology); Health care; Emergency medicine; Nursing; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005023776,0.0002919476,0.0004913693,0.001128601,0.0004520805,0.0007755765,0.0005945692,0.0003394048,0.00124728],"category_scores_gemma":[0.02043356,0.0002740732,0.0005892304,0.001117101,0.0002575119,0.0005696089,0.0009074425,0.0006220879,0.0003066004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008385222,"about_ca_system_score_gemma":0.001511053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003803432,"about_ca_topic_score_gemma":0.004438718,"domain_scores_codex":[0.9934036,0.001714074,0.001758702,0.0004832052,0.002180587,0.0004597998],"domain_scores_gemma":[0.9746488,0.004244517,0.01541806,0.001026001,0.003649854,0.001012785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001570517,0.0002781704,0.9907035,0.00003827516,0.00002919203,0.00002677899,0.0004071367,0.0001083588,0.0002100562,0.00001100237,0.00007764455,0.007952937],"study_design_scores_gemma":[0.000004614464,0.0005720355,0.9983526,0.00001179911,0.000009418148,0.00007557061,0.0002726787,0.0001974767,0.000360297,0.000006743459,0.0001315707,0.000005209993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985878,0.00007401719,0.0002179981,0.00003140149,0.000004658193,0.00008979275,0.0002222947,0.00001262347,0.0007594203],"genre_scores_gemma":[0.9981486,0.00008369409,0.0007794176,0.00002159376,0.000007539734,0.0001088218,0.0005006259,0.000004304911,0.0003454755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005023776,"threshold_uncertainty_score":0.02656859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1790833706580756,"score_gpt":0.5091367109411223,"score_spread":0.3300533402830467,"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."}}