{"id":"W2981819157","doi":"10.1186/s12889-019-7674-4","title":"The relationships between health-related behaviours in the Canadian adult population","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; University of Manitoba","keywords":"Medicine; Biostatistics; Environmental health; Public health; Health promotion; Logistic regression; Population health; Population; Health education; Epidemiology; Gerontology; Demography","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":[0.002876702,0.000122547,0.0002662166,0.0002112919,0.0006905845,0.00006434491,0.0001492392,0.0001098603,0.00003572822],"category_scores_gemma":[0.0003079188,0.00007004796,0.00006359252,0.0006481387,0.00002973927,0.0001399763,0.000006661819,0.0004790333,0.0001140802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408942,"about_ca_system_score_gemma":0.002526814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2430659,"about_ca_topic_score_gemma":0.9028094,"domain_scores_codex":[0.9976749,0.0006030523,0.0005410145,0.0001989082,0.000346764,0.0006352967],"domain_scores_gemma":[0.9984275,0.0004571869,0.0001832041,0.0004635634,0.00006706011,0.0004014953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005349636,0.00002094566,0.9836527,0.00000926001,0.00000923207,0.000001349165,0.00374818,0.00000112871,1.097443e-8,0.007533771,0.00122438,0.003793766],"study_design_scores_gemma":[0.001095594,0.00009159278,0.9936328,0.00004391307,0.000007527835,0.000008426145,0.002772696,0.0000385248,5.790432e-8,0.0002534536,0.001995076,0.00006032765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8671275,0.0004957352,0.00000385377,0.1299456,0.0001708311,0.001215974,0.000005737947,0.00004375913,0.0009909816],"genre_scores_gemma":[0.9961771,0.000048038,0.0001007828,0.002355784,0.000063981,0.00003369932,0.0004923635,0.00001761904,0.0007106762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6597434,"threshold_uncertainty_score":0.7619746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09685742487326851,"score_gpt":0.3368496677413185,"score_spread":0.23999224286805,"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."}}