{"id":"W3118322543","doi":"","title":"Analysis and Implications of the Regulation for Health Professionals in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Study on The American Constitution","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0008074254,0.00006564021,0.0002667493,0.00003431463,0.0005112442,0.000002325592,0.0001145343,0.00001579535,0.00008462084],"category_scores_gemma":[0.001178785,0.00003622069,0.00003317733,0.0006404591,0.0002151273,0.00002891106,0.00004721338,0.0002755777,9.478366e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002343589,"about_ca_system_score_gemma":0.00261204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8954051,"about_ca_topic_score_gemma":0.9801272,"domain_scores_codex":[0.9983389,0.0007589224,0.0003890729,0.0001745359,0.0001914477,0.00014713],"domain_scores_gemma":[0.9977103,0.001416883,0.0004756955,0.0002463736,0.00008380458,0.00006692112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008928908,0.0001044762,0.9796819,0.00002054705,0.00006747786,4.619267e-8,0.006473338,0.00001989512,0.00002977418,0.009221956,0.00368855,0.0006027648],"study_design_scores_gemma":[0.0002267158,0.0001430498,0.9718192,0.00003606014,0.00007104381,4.268694e-8,0.02202892,0.00007989264,0.000004420338,0.0001436245,0.005411593,0.00003547149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7531195,0.000007935289,0.0004194472,0.2441112,0.0000556172,0.001743199,0.00002258368,0.000005888512,0.0005146273],"genre_scores_gemma":[0.9856339,0.000001970181,0.00004030314,0.01400483,0.00002534256,0.0002253397,0.000007236213,0.000002086111,0.00005896816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2325144,"threshold_uncertainty_score":0.4633647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07886862540211288,"score_gpt":0.4384584137694658,"score_spread":0.3595897883673529,"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."}}