{"id":"W2774074342","doi":"10.1177/1078155217743311","title":"A “chamber of errors” adaptation to assess pharmaceutical assistants’ knowledge in chemotherapy preparation","year":2017,"lang":"en","type":"article","venue":"Journal of Oncology Pharmacy Practice","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pharmacy; Pharmacist; Listing (finance); Pharmaceutical care; Medical education; Nursing","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":[0.006671497,0.000854993,0.0007810668,0.002369567,0.001476054,0.001676682,0.001116727,0.001205113,0.006662636],"category_scores_gemma":[0.02758355,0.0005545896,0.002226752,0.001478491,0.001154137,0.001453645,0.002703551,0.001449323,0.001285618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002645232,"about_ca_system_score_gemma":0.003582205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007118173,"about_ca_topic_score_gemma":0.01337237,"domain_scores_codex":[0.9908635,0.002786341,0.001893873,0.0005701029,0.003049454,0.0008367098],"domain_scores_gemma":[0.9555745,0.01659902,0.01090855,0.003333292,0.01029907,0.003285633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002347307,0.003856554,0.7033134,0.002524264,0.0005018182,0.0004784836,0.01082266,0.00247538,0.008183782,0.001634563,0.02230703,0.2415549],"study_design_scores_gemma":[0.0002554609,0.004274028,0.9420928,0.0004464019,0.0002495065,0.0006519604,0.00532977,0.005406991,0.007500802,0.0008682155,0.03267617,0.0002479961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511989,0.0005262904,0.01680771,0.0006698001,0.0002581078,0.005681357,0.002036363,0.0005268177,0.02229462],"genre_scores_gemma":[0.9240919,0.0008223343,0.05656399,0.0005814236,0.0001145304,0.007513404,0.002115139,0.0001260317,0.00807123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007118173,"threshold_uncertainty_score":0.03528273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3870703681985413,"score_gpt":0.5860764264337797,"score_spread":0.1990060582352384,"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."}}