{"id":"W7042678177","doi":"","title":"PERIOPERATIVE SMOKING CESSATION","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Smoking cessation; Abstinence; Perioperative; Psychological intervention; Cytisine; Population; Intervention (counseling)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001538079,0.0003982469,0.0005927376,0.000777994,0.0008435079,0.001916905,0.0007944018,0.0009838354,0.03741274],"category_scores_gemma":[0.004675028,0.0001880951,0.001212992,0.0004358621,0.0003347537,0.0008904193,0.001614285,0.001865937,0.01301581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005296791,"about_ca_system_score_gemma":0.002512741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007812838,"about_ca_topic_score_gemma":0.002560395,"domain_scores_codex":[0.9990669,0.0002585112,0.00008994349,0.000106949,0.0003488587,0.000128933],"domain_scores_gemma":[0.9988732,0.0003753072,0.0001298092,0.00009268527,0.0003032108,0.0002258226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001833799,0.0005063933,0.002560881,0.003046661,0.0001126272,0.0002580582,0.000870574,0.000149997,0.001267488,0.007281735,0.1259941,0.8577682],"study_design_scores_gemma":[0.00007696311,0.0008158099,0.008235011,0.005114676,0.0001427829,0.001154679,0.0006628456,0.0001690245,0.001315203,0.005059402,0.977217,0.00003667807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04319824,0.2841817,0.01948984,0.05610125,0.03361854,0.001762855,0.00317256,0.001357062,0.5571181],"genre_scores_gemma":[0.2149425,0.3720743,0.02855326,0.03188562,0.01583826,0.003343542,0.004802104,0.0005274127,0.3280329],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03741274,"threshold_uncertainty_score":0.1251581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588870350840979,"score_gpt":0.2630898852480889,"score_spread":0.2372011817396791,"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."}}