{"id":"W2081976824","doi":"10.1016/j.cpr.2005.04.013","title":"Empirical advances in the assessment of the capacity to consent to medical treatment: Clinical implications and research needs","year":2005,"lang":"en","type":"review","venue":"Clinical Psychology Review","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":103,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"AGE-WELL","keywords":"Informed consent; Reliability (semiconductor); Psychology; Construct validity; Empirical research; Construct (python library); Cognition; Gold standard (test); Foundation (evidence); Test (biology); Validity; Applied psychology; Clinical psychology; Medical education; Psychometrics; Medicine; Psychiatry; Alternative medicine; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.03133598,0.0005271742,0.004202964,0.0003563097,0.0002081429,0.0000202912,0.002401693,0.001577406,0.0004972647],"category_scores_gemma":[0.01710399,0.0002488847,0.001294946,0.002509524,0.001822076,0.00002613901,0.0003753766,0.004097892,0.0005282054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413084,"about_ca_system_score_gemma":0.001575424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002548603,"about_ca_topic_score_gemma":0.0002120849,"domain_scores_codex":[0.9617497,0.02882027,0.006010817,0.00160053,0.0009052482,0.0009134525],"domain_scores_gemma":[0.9606456,0.03407773,0.0007784131,0.003239317,0.0002499569,0.001009001],"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":[0.00001120404,0.001342528,0.002082991,0.001763254,0.0001036235,0.00004726572,0.0001178543,1.887111e-8,1.769063e-9,0.0009236902,0.02890087,0.9647067],"study_design_scores_gemma":[0.00041316,0.0009757894,0.02646089,0.02562733,0.0002670959,0.0006903734,0.00003683256,1.090255e-7,3.693572e-10,0.0004130226,0.9449104,0.0002050116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002636043,0.8655375,0.00003530527,0.1224732,0.001644677,0.004773904,0.00008097349,0.00001783887,0.005173001],"genre_scores_gemma":[0.0002726094,0.9640242,0.0003504398,0.03298203,0.0008429956,0.001321755,0.00001189824,0.00004258764,0.0001514911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9645017,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8613960803722658,"score_gpt":0.7894521678061039,"score_spread":0.07194391256616184,"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."}}