{"id":"W3087670152","doi":"10.1111/medu.14374","title":"The medico‐legal helpline: A content analysis of postgraduate medical trainee advice calls","year":2020,"lang":"en","type":"article","venue":"Medical Education","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Canadian Medical Protective Association; University of Ottawa","funders":"","keywords":"Liability; Confidentiality; Legal advice; Content analysis; Medicine; Curriculum; Family medicine; Context (archaeology); Population; Medical education; Psychology; Public relations; Political science; Law; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004054841,0.0002562731,0.0003008062,0.007378625,0.001073855,0.001898774,0.0005298483,0.0005281221,0.001341291],"category_scores_gemma":[0.02348033,0.0002074629,0.0004625621,0.007639147,0.0010891,0.001812722,0.001764228,0.0006593299,0.0002494736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004244792,"about_ca_system_score_gemma":0.005501024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02532308,"about_ca_topic_score_gemma":0.03535878,"domain_scores_codex":[0.9975893,0.000737004,0.0003300181,0.0003011283,0.0007562119,0.0002863285],"domain_scores_gemma":[0.9834626,0.009223245,0.002917035,0.0004298556,0.003517103,0.0004502479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003389073,0.0003515596,0.4607978,0.003036615,0.00009823481,0.0008882434,0.359875,0.0006140888,0.006204793,0.00126302,0.01011333,0.1564185],"study_design_scores_gemma":[0.00001654234,0.0001119641,0.7980248,0.0009884421,0.00007281711,0.0003977838,0.176636,0.002271665,0.001389752,0.0004182782,0.01961555,0.00005645904],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896451,0.0002316213,0.001791936,0.0004926568,0.00001956297,0.0007010058,0.005030358,0.0000494138,0.002038356],"genre_scores_gemma":[0.972542,0.0006509401,0.01471111,0.0003008237,0.00003788311,0.001611386,0.008240744,0.00008233383,0.001822787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02532308,"threshold_uncertainty_score":0.05035138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08484342168783175,"score_gpt":0.4699065376760778,"score_spread":0.385063115988246,"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."}}