{"id":"W78160283","doi":"","title":"Zero tolerance some of the time? Doctors, discipline and sexual abuse in Ontario.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Zero tolerance; Sexual abuse; Medicine; Resistance (ecology); Criminology; Political science; Family medicine; Suicide prevention; Psychology; Poison control; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002182453,0.0000804168,0.0002040407,0.00003853384,0.0001116705,0.000003414328,0.0001399387,0.0001169577,0.0001974223],"category_scores_gemma":[0.0007493409,0.00005029536,0.00001858522,0.0001282622,0.0001137499,0.00014814,0.00009496695,0.0005982255,0.00001739174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035312,"about_ca_system_score_gemma":0.00008574509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01315718,"about_ca_topic_score_gemma":0.09274989,"domain_scores_codex":[0.9985554,0.0001851183,0.0004486947,0.0001689213,0.0002181417,0.0004237116],"domain_scores_gemma":[0.9983947,0.00101694,0.000143528,0.0002731817,0.00003316003,0.000138454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001268345,0.0001398756,0.9768035,0.000122717,0.000008130752,0.000003047109,0.01411716,0.000001358884,0.00005715033,0.0006079362,0.001449491,0.006562828],"study_design_scores_gemma":[0.000502733,0.00001126969,0.9542027,0.00003477206,0.000008835438,3.482608e-7,0.0007898528,0.000005933215,0.00003912684,0.0005394383,0.04381001,0.00005500339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922391,0.0000947821,0.000007088337,0.004250442,0.0003986693,0.0009087809,0.000003573683,0.00001514829,0.002082485],"genre_scores_gemma":[0.9885044,0.000008239261,0.00004797262,0.0008895809,0.0001533407,0.0001743726,0.000002438175,0.000006839328,0.01021283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07959271,"threshold_uncertainty_score":0.9934143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04609019294287255,"score_gpt":0.3509610350821464,"score_spread":0.3048708421392739,"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."}}