{"id":"W6977264429","doi":"10.6084/m9.figshare.15754919.v1","title":"Disparities in modifiable cancer risk factors among Canadian provinces, territories, and health regions","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Residence; Epidemiology; Public health; Alcohol intake; Physical activity; National Health Interview Survey; Smoking prevalence; Behavioral Risk Factor Surveillance System","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001230987,0.0003123906,0.0006563031,0.002833063,0.002820009,0.001417083,0.001155726,0.0002801498,0.002817603],"category_scores_gemma":[0.003813215,0.0002843097,0.001028305,0.008170259,0.0005570199,0.0004434676,0.001149194,0.0004898744,0.0001654294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02108175,"about_ca_system_score_gemma":0.04401705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961278,"about_ca_topic_score_gemma":0.9979635,"domain_scores_codex":[0.9981728,0.0001489827,0.0001245083,0.0002846514,0.000575553,0.0006935679],"domain_scores_gemma":[0.9980786,0.0001534979,0.000351311,0.0001136305,0.0009292291,0.0003737139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000112645,0.00002321918,0.9670066,0.0002372427,0.0003062327,0.0001085671,0.00117942,0.0003614209,0.000212277,0.001342293,0.008100905,0.02100929],"study_design_scores_gemma":[0.00001029716,0.00001051784,0.9928226,0.0001683538,0.00009962662,0.00007490486,0.001263691,0.0003385291,0.00006429293,0.0001605875,0.004964896,0.0000217281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901254,0.01180516,0.001153714,0.003186388,0.0001510258,0.0002035346,0.05518578,0.0001309788,0.02692949],"genre_scores_gemma":[0.9886742,0.002384377,0.0009403516,0.0003092756,0.00001499303,0.00006413007,0.00647845,0.00002055019,0.001113733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02108175,"threshold_uncertainty_score":0.1529595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1226153535879708,"score_gpt":0.3368392060931005,"score_spread":0.2142238525051297,"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."}}