{"id":"W3023307954","doi":"10.1002/9781118445112.stat04911","title":"Risk Assessment in Clinical Decision Making","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Harm; Risk communication; Risk assessment; Risk perception; Risk analysis (engineering); Intervention (counseling); Actuarial science; Estimation; Clinical decision making; Perception; Psychology; Computer science; Medicine; Business; Social psychology; Intensive care medicine; Engineering; Computer security; Psychiatry","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.004313949,0.0006153115,0.001615019,0.0004472527,0.0002377432,0.00003202821,0.0006671522,0.00147761,0.02860734],"category_scores_gemma":[0.01587733,0.000507287,0.00009519039,0.0003101698,0.0002976145,0.00007253081,0.000408831,0.006466743,0.002093278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002999257,"about_ca_system_score_gemma":0.001437304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00182934,"about_ca_topic_score_gemma":0.02113152,"domain_scores_codex":[0.9901931,0.003660382,0.002846277,0.001125019,0.001138984,0.001036238],"domain_scores_gemma":[0.9817914,0.01379844,0.002337686,0.001315158,0.0003101719,0.0004471623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001244763,0.0006345279,0.05667284,0.0006714804,0.00006665254,0.00006039195,0.0001393162,0.000003142613,2.040258e-7,0.01105484,0.7733952,0.1571769],"study_design_scores_gemma":[0.001440866,0.00033107,0.03997004,0.006252545,0.0001463508,7.093241e-7,0.0005429658,0.001777585,1.12661e-8,0.0163155,0.932697,0.000525378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001740052,0.001175195,0.5753199,0.001680597,0.007663341,0.004184944,0.03765566,0.0007690939,0.3698111],"genre_scores_gemma":[0.006659409,0.022351,0.805998,0.002587233,0.00340963,0.0002090813,0.005333518,0.0009161096,0.1525361],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.230678,"threshold_uncertainty_score":0.9998187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207791269662119,"score_gpt":0.5514424773835486,"score_spread":0.4306633504173367,"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."}}