{"id":"W4403225826","doi":"10.1016/j.cjca.2024.08.255","title":"CUTTING SMOKING RATES IN HALF PRIOR TO CARDIOVASCULAR SURGERY","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001114671,0.0001488342,0.0003222008,0.001044499,0.001158069,0.001311501,0.0006817323,0.001440867,0.003998402],"category_scores_gemma":[0.007840339,0.0003099562,0.0006152833,0.0008177945,0.0002245557,0.0009515623,0.0006924187,0.00297632,0.0007402199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228591,"about_ca_system_score_gemma":0.003395279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1212601,"about_ca_topic_score_gemma":0.2550447,"domain_scores_codex":[0.9988959,0.0001566408,0.00009812097,0.0001295177,0.0003523111,0.0003675049],"domain_scores_gemma":[0.9945638,0.0005695717,0.001004362,0.0002357908,0.001276119,0.002350442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001720792,0.0003829247,0.9433641,0.000058734,0.0000568293,0.00008713124,0.000734688,0.00002501717,0.0004120617,0.0003564577,0.007601792,0.04674806],"study_design_scores_gemma":[0.00000482449,0.00004710491,0.9943339,0.0001068229,0.00002727386,0.00007784848,0.00108207,0.00007623516,0.0001266966,0.0001024771,0.004006268,0.000008465137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697773,0.003468086,0.0004169426,0.01169366,0.001276996,0.00006853586,0.002507895,0.00003244013,0.01075806],"genre_scores_gemma":[0.9850748,0.002573641,0.0005423059,0.004894318,0.0007018917,0.00005431177,0.001731154,0.00003379674,0.004393874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1212601,"threshold_uncertainty_score":0.2411085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02322398672606679,"score_gpt":0.2639360437022979,"score_spread":0.2407120569762311,"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."}}