{"id":"W4402007426","doi":"10.1186/s12913-024-11457-3","title":"Beyond medical errors: exploring the interpersonal dynamics in physician-patient relationships linked to medico-legal complaints","year":2024,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Ottawa Hospital; University of Ottawa; Canadian Medical Protective Association","funders":"","keywords":"Health administration; Medicine; Health informatics; Nursing research; Public health; Interpersonal communication; Pain medicine; Legal psychology; Family medicine; Nursing; Psychiatry; Social psychology; Psychology","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":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01864887,0.0002169881,0.0004375914,0.0005557972,0.001543032,0.00008053373,0.0008919236,0.0002791614,0.00104867],"category_scores_gemma":[0.002523834,0.0001506681,0.00007532506,0.001974301,0.0002134466,0.0004585497,0.0007461412,0.006742017,0.00233435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001761518,"about_ca_system_score_gemma":0.003837255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009751278,"about_ca_topic_score_gemma":0.0762937,"domain_scores_codex":[0.9859707,0.00746802,0.001269063,0.0006765774,0.003072501,0.001543125],"domain_scores_gemma":[0.9819038,0.01582849,0.0001091234,0.0006490247,0.0003254474,0.001184121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001041359,0.001064048,0.1386777,0.02970773,0.0001078122,0.0002658684,0.5589398,0.00008438001,0.000009256931,0.1425586,0.01570245,0.1118409],"study_design_scores_gemma":[0.0006078499,0.0005107113,0.08713473,0.01201231,0.000008706282,0.000006601395,0.4549319,0.1583215,8.701901e-7,0.00250613,0.2836964,0.0002623486],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8334466,0.0007971599,0.0002573566,0.1528833,0.002213677,0.002483935,0.00004554835,0.0001626817,0.007709724],"genre_scores_gemma":[0.9833364,0.000198466,0.0005371427,0.01282746,0.001311017,0.001222943,0.00009261955,0.00004779468,0.0004261092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2679939,"threshold_uncertainty_score":0.9998645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2145010912395244,"score_gpt":0.522479402546568,"score_spread":0.3079783113070436,"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."}}