{"id":"W4415154860","doi":"10.46747/cfp.7110613","title":"Physician opinion on patient mental capacity in legal disputes","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Ontario Brain Institute; Sunnybrook Health Science Centre","funders":"","keywords":"Mental capacity; Mental health; Population; Cognition; Mental healthcare","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006129171,0.0001805156,0.0004226571,0.001061749,0.009412785,0.002712904,0.001496013,0.01029047,0.0147232],"category_scores_gemma":[0.05807439,0.0001988467,0.000359581,0.001135287,0.00441811,0.001777637,0.001706168,0.008135091,0.001162675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02388245,"about_ca_system_score_gemma":0.05443193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4594702,"about_ca_topic_score_gemma":0.6805353,"domain_scores_codex":[0.9944067,0.001285396,0.0004100836,0.0003387083,0.002381819,0.001177239],"domain_scores_gemma":[0.9658741,0.01126241,0.00206777,0.000417983,0.01449438,0.005883293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002542273,0.00003117066,0.009585219,0.0001268349,0.000009203219,0.004176967,0.003124039,0.0001281306,0.000235202,0.01461139,0.9370925,0.03085402],"study_design_scores_gemma":[0.00004446466,0.00004460082,0.02628098,0.002228081,0.00003513354,0.006903392,0.01251789,0.0004220854,0.0002666928,0.01209379,0.9390628,0.00009999797],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00899862,0.004638788,0.0002719116,0.8901176,0.005583599,0.00004192365,0.0002106089,0.00001106191,0.09012584],"genre_scores_gemma":[0.4861179,0.01908391,0.001146685,0.4309156,0.02957224,0.00006536741,0.000426519,0.000043901,0.03262778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4594702,"threshold_uncertainty_score":0.9135915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05669677948538325,"score_gpt":0.36017808304445,"score_spread":0.3034813035590668,"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."}}