{"id":"W4385330817","doi":"10.1093/heapro/daad067","title":"Health impacts of social determinants and lifestyle behaviours: some evidence from Canadian provinces","year":2023,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Social determinants of health; Health promotion; Life expectancy; Psychology; Social epidemiology; Affect (linguistics); Context (archaeology); Agency (philosophy); Expectancy theory; Social psychology; Environmental health; Public health; Sociology; Medicine; Geography; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.001646517,0.00008838537,0.0002259649,0.0002170607,0.0008400533,0.00006552212,0.0002025899,0.00008345658,0.0001845705],"category_scores_gemma":[0.0004453366,0.00009189018,0.00003845914,0.0001924541,0.000139977,0.0004918257,0.00003961664,0.0001244314,0.00002528499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007707524,"about_ca_system_score_gemma":0.004567449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8739098,"about_ca_topic_score_gemma":0.8635072,"domain_scores_codex":[0.9979279,0.0003162245,0.0004558706,0.0002213847,0.0005069976,0.0005716173],"domain_scores_gemma":[0.9987491,0.0001791516,0.0003137694,0.00007049053,0.0001232224,0.0005642152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001014428,0.00005628828,0.9224076,0.0002076023,0.00001113432,0.000004837819,0.02866896,6.849958e-7,0.000001485851,0.008745237,0.01070218,0.0291838],"study_design_scores_gemma":[0.0001607361,0.00009100843,0.9910088,0.0003896388,0.00000193831,8.301155e-7,0.001628842,0.00009142085,0.000005501733,0.0007276571,0.005815171,0.0000784509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8068525,0.0002713815,0.000007145901,0.1909452,0.001031696,0.0004095611,0.0002971267,0.00005836808,0.0001270077],"genre_scores_gemma":[0.9952856,0.001190618,0.00009425344,0.002395698,0.0005664534,0.00002863565,0.00006283448,0.000009823792,0.0003660732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1885495,"threshold_uncertainty_score":0.8102458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0753937015364583,"score_gpt":0.4379334386311011,"score_spread":0.3625397370946428,"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."}}