{"id":"W3125381026","doi":"10.1097/ede.0b013e3181d61e61","title":"Rethinking What Is Important","year":2010,"lang":"en","type":"article","venue":"Epidemiology","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of British Columbia; Manitoba Health","funders":"","keywords":"Medicine; Logistic regression; Marital status; Socioeconomic status; Demography; Social risk; Population; Cohort; Pediatrics; Cohort study; Risk factor; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.06525104,0.001153048,0.002392176,0.003439318,0.007918866,0.0206289,0.005455338,0.01141332,0.009698143],"category_scores_gemma":[0.1547986,0.0007779978,0.001244113,0.00275423,0.05124441,0.03728505,0.008684713,0.03349765,0.00366812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008511198,"about_ca_system_score_gemma":0.02002547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01145682,"about_ca_topic_score_gemma":0.01747718,"domain_scores_codex":[0.9584193,0.02475047,0.00227762,0.004497623,0.007753507,0.002301475],"domain_scores_gemma":[0.8029271,0.1408802,0.004579427,0.008484134,0.03135446,0.01177455],"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":[0.0001875153,0.00009770321,0.004810137,0.002057677,0.0002472435,0.0006268747,0.01653916,0.0003259795,0.0005169101,0.1264617,0.5879559,0.2601733],"study_design_scores_gemma":[0.00002864179,0.00006427898,0.002085377,0.004446658,0.00008351378,0.0005874833,0.02084253,0.0002840255,0.0003123879,0.3301886,0.6409774,0.00009907863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001641504,0.0345577,0.003137873,0.9271826,0.02751458,0.00001803352,0.0000797873,0.00009046691,0.005777533],"genre_scores_gemma":[0.1254825,0.08295957,0.0113665,0.7092137,0.05979665,0.0001982133,0.0002101523,0.0005382202,0.01023439],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06525104,"threshold_uncertainty_score":0.3450846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3441611642073563,"score_gpt":0.5310939557611603,"score_spread":0.186932791553804,"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."}}