{"id":"W1997624276","doi":"10.1186/1471-2458-14-686","title":"Lifestyle factors and multimorbidity: a cross sectional study","year":2014,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":279,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Santé et de Services Sociaux de Chicoutimi; McGill University; Université de Sherbrooke","funders":"Institute of Health Services and Policy Research; Canadian Institutes of Health Research; Canadian Health Services Research Foundation","keywords":"Medicine; Confidence interval; Cross-sectional study; Body mass index; Biostatistics; Epidemiology; Demography; Cohort; Public health; Cohort study; Population; Alcohol consumption; Gerontology; Environmental health; Internal medicine","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":[0.001127616,0.0001392529,0.0002448684,0.0001364118,0.0001889774,0.0001689975,0.00007231454,0.00003891467,0.0002387571],"category_scores_gemma":[0.0004164134,0.0001131986,0.00004527018,0.0001609355,0.00007689155,0.0001749758,0.00008831489,0.0001366664,0.00002926194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001943746,"about_ca_system_score_gemma":0.0007508138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009094949,"about_ca_topic_score_gemma":0.0003705658,"domain_scores_codex":[0.9984605,0.0001602352,0.0002918965,0.0003429868,0.0003626523,0.000381691],"domain_scores_gemma":[0.9989254,0.0001218991,0.00008855488,0.0003047954,0.00006102838,0.0004982793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001271399,0.0005072967,0.9956571,0.0002199682,0.0000329367,0.000001875804,0.0002654193,0.000002334582,5.762171e-7,0.001313803,0.001235959,0.0007500452],"study_design_scores_gemma":[0.002133932,0.0004344976,0.9719233,0.000009260614,0.00000967001,0.000005547699,0.0006895454,0.000707421,3.417856e-7,0.00004122922,0.02395885,0.00008639332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992922,0.00005450086,0.0007231825,0.001195798,0.0002446194,0.0007240424,0.00000946424,0.0001765217,0.003949847],"genre_scores_gemma":[0.9980926,0.000009011399,0.0001935109,0.0006243622,0.0002851587,0.000028865,0.00005721847,0.00001769312,0.0006916037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02373376,"threshold_uncertainty_score":0.4616103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160787946038479,"score_gpt":0.4006670273528122,"score_spread":0.2845882327489643,"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."}}