{"id":"W2056643947","doi":"10.1038/nrneurol.2014.143","title":"Under-recognized mental incapacity in brain tumour patients","year":2014,"lang":"en","type":"review","venue":"Nature Reviews Neurology","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Informed consent; Mental capacity; Cognition; Medical care; Intensive care medicine; Psychiatry; Family medicine; Alternative medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002996087,0.001047922,0.005617307,0.0008174681,0.0001194168,0.0000294111,0.001134004,0.004599358,0.0006856959],"category_scores_gemma":[0.002695885,0.0007620531,0.001145513,0.0009297432,0.0001643751,0.00004652826,0.0002325788,0.007935297,0.003173047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001521781,"about_ca_system_score_gemma":0.0002103431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004576469,"about_ca_topic_score_gemma":0.0001529441,"domain_scores_codex":[0.9841564,0.009946832,0.002622917,0.001748166,0.000406845,0.001118879],"domain_scores_gemma":[0.9943639,0.002487951,0.001469627,0.0012655,0.00009237134,0.00032063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003869994,0.0002476852,0.00002531271,0.003985933,0.00004972226,0.0002965477,0.0000653731,2.991318e-8,5.88753e-8,0.0001723854,0.01997551,0.9751427],"study_design_scores_gemma":[0.0008448025,0.000355604,0.0005185544,0.005169755,0.0001287304,0.0006903203,0.000002660909,6.111839e-7,1.224193e-8,0.0002996695,0.9914595,0.0005298078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004483295,0.9838816,0.000008840878,0.001451708,0.007618232,0.003635596,0.0001242057,0.00008322976,0.002748253],"genre_scores_gemma":[0.0003183866,0.9864691,0.00005065491,0.01126599,0.0006318489,0.0003908814,0.0004105996,0.000150559,0.0003119103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.974613,"threshold_uncertainty_score":0.999483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07079236297643071,"score_gpt":0.4522465712968404,"score_spread":0.3814542083204097,"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."}}