{"id":"W2913681237","doi":"10.1332/policypress/9781447332268.003.0008","title":"Patterns of medical oversight and regulation in Canada","year":2018,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005475915,0.0001839796,0.0004656203,0.0001126606,0.00006767787,0.000003169748,0.0002109745,0.0005837984,0.003543056],"category_scores_gemma":[0.0007127868,0.0001602086,0.00003104704,0.000005242599,0.000101366,0.00003102132,0.0002532511,0.0008564197,0.00001019439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002796689,"about_ca_system_score_gemma":0.004129839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9719237,"about_ca_topic_score_gemma":0.9307036,"domain_scores_codex":[0.9977373,0.0001831796,0.0006712614,0.0002653854,0.0008385575,0.0003043381],"domain_scores_gemma":[0.997876,0.001001015,0.0003898232,0.0003642819,0.00008894834,0.0002798648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001408899,0.00001896868,0.008320617,0.003967976,0.0001004543,0.00004471561,0.007693299,1.798854e-7,0.000003892759,0.9227166,0.04966865,0.007323791],"study_design_scores_gemma":[0.0004841876,0.0000296677,0.003290827,0.001779069,0.00003154862,0.000001433765,0.0001346359,0.00003766157,0.00001609863,0.006739066,0.9873025,0.0001532443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008081318,0.0001670265,0.00001229447,0.003664143,0.0003606289,0.0006558506,0.0001319279,0.00001749024,0.9869093],"genre_scores_gemma":[0.1213523,0.0003001267,0.00002205064,0.002628034,0.001878887,0.00003842407,0.00003289354,0.00004879809,0.8736985],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9376339,"threshold_uncertainty_score":0.9973679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0920367985596475,"score_gpt":0.410105845816377,"score_spread":0.3180690472567296,"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."}}