{"id":"W1972552076","doi":"10.12927/hcq..18499","title":"Active Physician Participation Key to Smooth MOE/MAR Rollout","year":2006,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Nursing; Family medicine","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":[0.03882266,0.0005909275,0.0007905512,0.001366991,0.006730253,0.007126957,0.002177038,0.005324427,0.05492694],"category_scores_gemma":[0.1314671,0.0009400822,0.0006663444,0.0006296086,0.001543554,0.004503726,0.00773336,0.007413077,0.02343313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001695038,"about_ca_system_score_gemma":0.02270229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002447059,"about_ca_topic_score_gemma":0.006320259,"domain_scores_codex":[0.9603337,0.01800147,0.001866088,0.00252886,0.01016924,0.007100707],"domain_scores_gemma":[0.8587225,0.03571965,0.01381489,0.0102716,0.028266,0.05320529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005568364,0.00369667,0.023083,0.0004727865,0.00006209846,0.001317989,0.00870447,0.0006475501,0.008049469,0.01285113,0.3221086,0.6184494],"study_design_scores_gemma":[0.000409352,0.002314553,0.08379664,0.0009891558,0.00006683984,0.002354191,0.01600826,0.003192434,0.008183352,0.01363355,0.868857,0.0001945261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1151941,0.001619484,0.1021537,0.411592,0.006680988,0.01325353,0.0005776021,0.01033403,0.3385945],"genre_scores_gemma":[0.6930222,0.001042796,0.08255633,0.07039905,0.00326405,0.007318041,0.0006131675,0.001017054,0.1407674],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05492694,"threshold_uncertainty_score":0.2053163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05237390606328596,"score_gpt":0.4387402890493216,"score_spread":0.3863663829860357,"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."}}