{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001961034,0.0001794483,0.0003181997,0.0001306957,0.0003856498,0.00002811773,0.0002571182,0.00003915183,0.0003036352],"category_scores_gemma":[0.003388824,0.0001269056,0.00005373896,0.0002792352,0.00005279396,0.004057241,0.00005907115,0.001566448,0.0002813457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206926,"about_ca_system_score_gemma":0.0009435354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007922257,"about_ca_topic_score_gemma":0.000005582183,"domain_scores_codex":[0.9970353,0.0006971403,0.000835597,0.0001210546,0.0007417331,0.0005692328],"domain_scores_gemma":[0.9910309,0.004484713,0.002298761,0.0001740566,0.001606956,0.0004046668],"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":[0.01005551,0.002171921,0.8931176,0.0009672798,0.0004644713,0.0002068681,0.03785593,0.0003200535,0.001083376,0.0003597558,0.05038369,0.003013535],"study_design_scores_gemma":[0.01151173,0.0002501765,0.03459983,0.001745789,0.0008101775,0.0009835949,0.01689954,0.0004494209,0.001565901,0.00002644127,0.9307095,0.0004478368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983156,0.0005013478,0.001707084,0.005209271,0.00289108,0.0004252354,0.000007139041,0.00003836238,0.006064449],"genre_scores_gemma":[0.9852992,0.0001264135,0.008573387,0.003657535,0.001361888,0.000009902417,0.000001341681,0.00003976065,0.0009305659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8803259,"threshold_uncertainty_score":0.6805522,"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."}}