{"id":"W7097848347","doi":"","title":"ARTICLE A Pilot Comparative Study of the Clarity and Assessability of the Drug Management Standards of Accreditation Canada and the US Joint Commission","year":2016,"lang":"en","type":"article","venue":"","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Accreditation; Commission; Joint (building); Health care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004430712,0.00008345317,0.0002889275,0.00001531306,0.0004354938,0.000003202972,0.0001647367,0.00002498263,0.0000452677],"category_scores_gemma":[0.0002485005,0.00003017802,0.00002411375,0.0001411678,0.00030498,0.00005558645,0.0004544363,0.0001753026,1.131487e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647509,"about_ca_system_score_gemma":0.0004174277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4697505,"about_ca_topic_score_gemma":0.804917,"domain_scores_codex":[0.9951399,0.003299594,0.0006652882,0.000148729,0.0005954267,0.0001510384],"domain_scores_gemma":[0.9977489,0.0009925672,0.0003956676,0.0005033863,0.0003098457,0.00004968545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001592974,0.001432364,0.7909265,0.002972336,0.0003379624,5.090433e-7,0.06492388,0.00002382913,0.0005200169,0.10876,0.02341926,0.00509038],"study_design_scores_gemma":[0.002716492,0.0001133455,0.927274,0.0001973763,0.00004786186,5.37588e-8,0.06570002,0.00006891882,0.0002948952,0.002518442,0.001029468,0.00003905798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797754,0.00002121767,0.0001599133,0.01447855,0.0001656794,0.002668625,0.00005721051,0.000005350088,0.002668023],"genre_scores_gemma":[0.9991338,0.00001677946,0.00003531393,0.0003220459,0.000009136309,0.00005294075,2.531033e-7,0.000003082421,0.0004266532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3351665,"threshold_uncertainty_score":0.5337805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258777130169305,"score_gpt":0.4453933917338364,"score_spread":0.3195156787169059,"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."}}