{"id":"W2626870471","doi":"10.1503/cmaj.1095435","title":"CMPA refocuses on preventing complaints","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01915182,0.001148632,0.001055809,0.003455651,0.01685144,0.01378724,0.004299208,0.03569799,0.0339279],"category_scores_gemma":[0.1181583,0.0009332,0.002047469,0.002056876,0.01084801,0.00863223,0.007008782,0.03200555,0.01502122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01709337,"about_ca_system_score_gemma":0.09404153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2249642,"about_ca_topic_score_gemma":0.2785178,"domain_scores_codex":[0.9560754,0.005124955,0.001634646,0.002414691,0.02805377,0.006696666],"domain_scores_gemma":[0.8254988,0.03225828,0.00526167,0.006207241,0.08618509,0.04458901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008002386,0.00003364904,0.0006814494,0.00004238275,0.000009418788,0.00008912594,0.0001715047,0.00003107653,0.0001080923,0.006251128,0.975173,0.01740116],"study_design_scores_gemma":[0.00002711887,0.0000540953,0.002553941,0.0003127452,0.00001660311,0.0003604737,0.0005431472,0.0001379513,0.0002189907,0.003123656,0.9926109,0.00004053587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007914983,0.002135164,0.0005691751,0.9576876,0.01258082,0.00001997457,0.00005650631,0.0002296015,0.02592976],"genre_scores_gemma":[0.01728289,0.00398691,0.001602197,0.9280105,0.0111718,0.00003733376,0.0001292968,0.0001470473,0.03763205],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7750359,"threshold_uncertainty_score":0.4473095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06525834787145549,"score_gpt":0.4357771509708582,"score_spread":0.3705188030994027,"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."}}