{"id":"W7100900311","doi":"","title":"www.mdpi.com/journal/ijerph Article Work and High-Risk Alcohol Consumption in the Canadian","year":2011,"lang":"en","type":"article","venue":"","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Odds; Alcohol consumption; Consumption (sociology); Logistic regression; Public health; Multilevel model; Occupational safety and health; Odds ratio; Work (physics)","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":[0.0003156619,0.0002442787,0.0002262218,0.001201939,0.001509674,0.0009344211,0.000626926,0.0002793235,0.006851236],"category_scores_gemma":[0.0009493243,0.0001988088,0.0003004473,0.00222716,0.0004218314,0.0001679931,0.0004963268,0.0003198662,0.0004959024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005643311,"about_ca_system_score_gemma":0.01063394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9766197,"about_ca_topic_score_gemma":0.9853004,"domain_scores_codex":[0.9997109,0.00001542039,0.00001084115,0.00003379313,0.0001305345,0.00009851601],"domain_scores_gemma":[0.9994967,0.00004696794,0.0001369938,0.00002224655,0.0001480713,0.0001489031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006832412,0.0000779778,0.9859773,0.00007237336,0.00006043688,0.00006861444,0.0007236127,0.00005954706,0.0002558698,0.0001323522,0.001303452,0.01120016],"study_design_scores_gemma":[0.000003275053,0.00001386337,0.9980417,0.00002120734,0.00001923314,0.0000376983,0.0004516811,0.00008240178,0.00008311383,0.00002330931,0.001217799,0.000004581465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889436,0.001139857,0.0001332877,0.0003774674,0.0000175337,0.00003103816,0.004703257,0.000009988459,0.004643972],"genre_scores_gemma":[0.9945478,0.001000049,0.0003063247,0.0000707942,0.00001191007,0.0000105164,0.001302565,0.000006221728,0.002743921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02338034,"threshold_uncertainty_score":0.04703599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05227499149495839,"score_gpt":0.2186434813521946,"score_spread":0.1663684898572362,"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."}}