{"id":"W4391107994","doi":"10.1503/cmaj.231333","title":"Unrestricted public coverage is needed for smoking cessation pharmacotherapies","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Drug Abuse","keywords":"Smoking cessation; Medicine; Data science; Computer science; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008798429,0.0006922474,0.001549338,0.001718493,0.003025232,0.008978371,0.002601546,0.01694128,0.03664341],"category_scores_gemma":[0.05372048,0.000551044,0.001395571,0.001680974,0.004290796,0.007346981,0.004259861,0.02437274,0.006700311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007651632,"about_ca_system_score_gemma":0.02629853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04455624,"about_ca_topic_score_gemma":0.07159917,"domain_scores_codex":[0.9888231,0.002003041,0.0007176965,0.000797076,0.005435402,0.002223635],"domain_scores_gemma":[0.949607,0.02522894,0.003357924,0.001176872,0.01074586,0.009883469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008524038,0.0000407452,0.0003358252,0.0004010373,0.00003066243,0.0001114538,0.00007587953,0.000051617,0.0001765723,0.007470437,0.9434792,0.04774126],"study_design_scores_gemma":[0.0001569433,0.00003997124,0.002453174,0.002373123,0.00007590187,0.0001456882,0.0002366517,0.000166881,0.000142404,0.0068843,0.9872866,0.00003834473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002780647,0.00888475,0.0001568126,0.9699516,0.0145984,0.000008903079,0.0002653386,0.00006734091,0.00578883],"genre_scores_gemma":[0.01965889,0.02945108,0.001273896,0.8478817,0.09147638,0.00005253793,0.001032281,0.0001276723,0.009045584],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04455624,"threshold_uncertainty_score":0.1225845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0268612579245452,"score_gpt":0.3085618188193875,"score_spread":0.2817005608948424,"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."}}