{"id":"W3110161756","doi":"10.1071/ah20083","title":"Nature and outcomes of sanctioned medical misconduct in six international jurisdictions: a case series","year":2020,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Misconduct; Family medicine; Tribunal; Public health; Health care; Sexual misconduct; Psychiatry; Nursing; Law; Psychology; Criminology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001336972,0.0006723983,0.0005247524,0.003137637,0.003682947,0.001626329,0.001015073,0.001736277,0.001812785],"category_scores_gemma":[0.01009486,0.0006834308,0.000688825,0.002954216,0.001932219,0.001329535,0.002779598,0.00220122,0.0003677838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765304,"about_ca_system_score_gemma":0.001751733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00338476,"about_ca_topic_score_gemma":0.007870471,"domain_scores_codex":[0.9973065,0.0005883541,0.0005217365,0.0003828754,0.000634061,0.0005665621],"domain_scores_gemma":[0.9911595,0.001801587,0.004077719,0.0006417474,0.0005923319,0.001727209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.00004829034,0.0001851264,0.6415884,0.0001257836,0.00005228616,0.3428991,0.00470945,0.0001656441,0.000259409,0.0005476724,0.0008100251,0.008608771],"study_design_scores_gemma":[0.00001190964,0.0002353882,0.1460206,0.0002485244,0.00007349942,0.8404633,0.008710761,0.0004872476,0.0004481147,0.0004294257,0.002817823,0.00005338428],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936216,0.00186102,0.0007824723,0.0003702378,0.0000367949,0.000094583,0.0000665123,0.00001651804,0.003150153],"genre_scores_gemma":[0.9978521,0.0008978604,0.000657066,0.0001740512,0.00005930887,0.00002622087,0.00007884817,0.000008350187,0.0002460818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9982637,"threshold_uncertainty_score":0.01280826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1470055912890609,"score_gpt":0.5228903589880394,"score_spread":0.3758847676989785,"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."}}