{"id":"W2965973963","doi":"10.1111/head.13610","title":"Health Behaviors and Social Determinants of Migraine in a Canadian Population‐Based Sample of Adults Aged 45‐85 Years: Findings From the CLSA","year":2019,"lang":"en","type":"article","venue":"Headache The Journal of Head and Face Pain","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Migraine; Odds; Medicine; Odds ratio; Demography; Population; Cross-sectional study; Gerontology; Psychiatry; Internal medicine; Logistic regression; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002675913,0.0001173336,0.0005627258,0.000130331,0.0001019974,0.000005833488,0.0000870519,0.00007218849,0.00002216089],"category_scores_gemma":[0.0002779023,0.00007130313,0.00008780851,0.0001407291,0.0001060374,0.00003995781,0.00001947063,0.0003163222,3.280323e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006632639,"about_ca_system_score_gemma":0.0003008914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4510165,"about_ca_topic_score_gemma":0.6401198,"domain_scores_codex":[0.99849,0.000370688,0.0005549236,0.00009397716,0.0002394899,0.0002509026],"domain_scores_gemma":[0.998709,0.0006963881,0.000290148,0.0001242892,0.00006115774,0.0001190021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003272356,0.00005322325,0.9766856,0.0001322164,0.00002563006,0.000004089979,0.01904922,0.000001878621,0.000338349,0.000004276687,0.001331321,0.002047005],"study_design_scores_gemma":[0.001766179,0.0005932459,0.989641,0.0006208064,0.00005684916,0.0000147129,0.006506102,0.0002283549,0.00005096494,0.00004659799,0.000412395,0.00006284953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886444,0.00204973,0.00001134426,0.008874561,0.00001185709,0.0003162989,0.00008509648,0.000001882767,0.000004793138],"genre_scores_gemma":[0.9986073,0.0001627363,0.0002305808,0.0008993363,0.00004534148,0.000001344484,0.00001197756,0.000009310419,0.00003203928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1891033,"threshold_uncertainty_score":0.5526393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350217391550328,"score_gpt":0.3092695198447458,"score_spread":0.2857673459292425,"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."}}