{"id":"W4405656537","doi":"10.1016/j.jclinepi.2024.111650","title":"Screening for diseases versus screening for health status","year":2024,"lang":"en","type":"letter","venue":"Journal of Clinical Epidemiology","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Public Health; Children's Hospital of Eastern Ontario; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Public health; MEDLINE; Environmental health; Pathology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008099149,0.000585437,0.001701037,0.0009530495,0.003442388,0.002935875,0.001441305,0.04383098,0.007554717],"category_scores_gemma":[0.04128439,0.0005764746,0.0006449856,0.0008376736,0.002920655,0.002410562,0.001082924,0.02958083,0.005188061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002643856,"about_ca_system_score_gemma":0.003363421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006939184,"about_ca_topic_score_gemma":0.01274355,"domain_scores_codex":[0.9954196,0.001981864,0.00055346,0.0005494841,0.0009422487,0.0005533624],"domain_scores_gemma":[0.9774882,0.01564269,0.0008810028,0.0005430427,0.002481138,0.002963847],"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":[0.0004920088,0.0001624881,0.007675134,0.00009967246,0.00005103171,0.002713271,0.0002943138,0.00008945077,0.0003855132,0.01312567,0.9454015,0.02950998],"study_design_scores_gemma":[0.001124325,0.0004414082,0.01388839,0.001330887,0.0002028559,0.006323961,0.002012085,0.002034026,0.0007661295,0.0500177,0.9216692,0.0001890221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007190576,0.0008287463,0.0000832642,0.9832381,0.0119418,0.00001005209,0.00003811694,0.000008213877,0.003132633],"genre_scores_gemma":[0.006934252,0.0007125121,0.0002365777,0.9313686,0.05631875,0.00002645582,0.00002103222,0.00001369125,0.004368095],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04383098,"threshold_uncertainty_score":0.04283291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2844218433416407,"score_gpt":0.5196369390569742,"score_spread":0.2352150957153334,"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."}}