{"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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005199876,0.0001288771,0.0004317799,0.0000898443,0.001206223,0.000004069004,0.000218187,0.0007042164,0.006348124],"category_scores_gemma":[0.003916715,0.000113265,0.00008613305,0.0001226655,0.0001398249,0.0002520828,0.0001299058,0.002325957,0.001598448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004106362,"about_ca_system_score_gemma":0.0002091269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007166075,"about_ca_topic_score_gemma":0.001894136,"domain_scores_codex":[0.9967446,0.0009666795,0.00110146,0.0003351405,0.00008348867,0.0007685912],"domain_scores_gemma":[0.9947274,0.003958136,0.0004643942,0.00050347,0.0001118026,0.0002347769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002372037,0.00002422758,0.4932846,0.00009188221,0.00001705091,0.000004784415,0.0145811,0.000001237195,0.0001022022,0.4042124,0.08583557,0.001821253],"study_design_scores_gemma":[0.0002986405,0.00004621933,0.08570701,0.00008560046,0.00001236475,0.000005239204,0.001220634,0.0005529451,0.000006021523,0.4391264,0.4727915,0.0001473701],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7879463,0.001639919,0.0002004911,0.181641,0.01498557,0.0007876275,0.00003248828,0.0003001709,0.01246648],"genre_scores_gemma":[0.8466036,0.001784543,0.01012036,0.1373276,0.001989113,0.0001272907,0.00007109741,0.00003185815,0.001944552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4075776,"threshold_uncertainty_score":0.9999757,"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."}}