{"id":"W2588698538","doi":"10.1017/s0790966700017419","title":"Knowledge and Attitude of Basic Psychiatric Trainees in Ireland to the Clinical Indemnity Scheme","year":2012,"lang":"en","type":"article","venue":"Irish Journal of Psychological Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Cape Breton Regional Hospital","funders":"","keywords":"Indemnity; Irish; Medicine; Family medicine; Descriptive statistics; Psychiatry; Psychology; Medical education; Actuarial science; Business; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002104455,0.00009989868,0.0002248919,0.0004280797,0.0003251496,0.0007660019,0.0003699173,0.0005004441,0.00364395],"category_scores_gemma":[0.009966664,0.0001934584,0.0002707679,0.0003972805,0.0007536235,0.0006146401,0.0008389334,0.0007998043,0.0004718731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001304335,"about_ca_system_score_gemma":0.001646726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01857244,"about_ca_topic_score_gemma":0.01881335,"domain_scores_codex":[0.9986268,0.0003785466,0.0001201054,0.00008962283,0.0004334863,0.0003514313],"domain_scores_gemma":[0.9943694,0.0009404184,0.002447705,0.0001061421,0.0006653612,0.001470959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000194202,0.0002555621,0.9601805,0.0002202119,0.00002403447,0.0004376151,0.01212546,0.0001591301,0.000748544,0.00008056387,0.001841935,0.02373228],"study_design_scores_gemma":[0.00001431525,0.0006940237,0.9769274,0.0001679123,0.000009444006,0.0006061869,0.01919831,0.0001810184,0.000116922,0.00003107513,0.00203576,0.00001746387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968281,0.0001589312,0.00002530351,0.0005986446,0.00001288621,0.00001864992,0.00006149249,0.000002784426,0.002293208],"genre_scores_gemma":[0.9986497,0.0002593105,0.00005319907,0.0002841184,0.00001283402,0.00001074654,0.0000444879,0.000001040063,0.0006845369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01857244,"threshold_uncertainty_score":0.03692871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3197009738345715,"score_gpt":0.5908670581048336,"score_spread":0.2711660842702622,"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."}}