{"id":"W4411992223","doi":"10.1016/j.jtocrr.2025.100874","title":"Tobacco Control and Smoking Cessation–Related Content in Oncology Meetings: A Systematic Scoping Review","year":2025,"lang":"en","type":"article","venue":"JTO Clinical and Research Reports","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Cancer Care Ontario; Princess Margaret Cancer Centre","funders":"University of Toronto; Cancer Care Ontario","keywords":"Smoking cessation; Tobacco control; Medicine; Oncology; Internal medicine; Family medicine; Nursing; Public health; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.03587908,0.001379051,0.005562186,0.01776003,0.001436855,0.004399367,0.002149752,0.002428531,0.004257715],"category_scores_gemma":[0.1932245,0.001236447,0.006466025,0.02189009,0.001691279,0.004141822,0.002625305,0.001550916,0.0004465485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004905396,"about_ca_system_score_gemma":0.02453767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01179274,"about_ca_topic_score_gemma":0.02389842,"domain_scores_codex":[0.9637862,0.01506331,0.01207584,0.001888422,0.006469572,0.0007166599],"domain_scores_gemma":[0.7866402,0.1675642,0.02759991,0.002542937,0.01446606,0.001186618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001755654,0.00003950468,0.003545893,0.920583,0.006026179,0.00008444762,0.001102007,0.0001226835,0.0001335506,0.0002837964,0.002439781,0.06546349],"study_design_scores_gemma":[0.00006419815,0.00008252929,0.007036165,0.9635209,0.01850169,0.0001230975,0.000686428,0.00007726756,0.0001149234,0.0002704029,0.009496522,0.00002578947],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003698299,0.9918848,0.000586617,0.0008947806,0.0002602844,0.001035477,0.0008161336,0.00001733766,0.0008062262],"genre_scores_gemma":[0.05506136,0.9376677,0.001994327,0.0008336055,0.0002362652,0.0031385,0.0008406877,0.00002073357,0.0002067727],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03587908,"threshold_uncertainty_score":0.1897489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2087535914396672,"score_gpt":0.5214622888793474,"score_spread":0.3127086974396803,"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."}}