{"id":"W2980129576","doi":"10.18332/tid/111553","title":"Operation is a good opportunity for smoking cessation","year":2019,"lang":"en","type":"article","venue":"Tobacco Induced Diseases","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Canadian Institutes of Health Research","keywords":"Smoking cessation; Environmental health; Medicine; Psychology","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":[0.001153699,0.0002581661,0.000311808,0.0003851629,0.001571554,0.0007848929,0.0003415417,0.0008102456,0.03969928],"category_scores_gemma":[0.001251154,0.0001222946,0.0003817474,0.0001836859,0.0006143832,0.0007176809,0.00138587,0.001107628,0.008439532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001410986,"about_ca_system_score_gemma":0.0008128417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002397426,"about_ca_topic_score_gemma":0.001107954,"domain_scores_codex":[0.9994987,0.0001558024,0.00001443148,0.00003637919,0.0001562101,0.0001385079],"domain_scores_gemma":[0.9989023,0.0001709772,0.00007655167,0.00009110689,0.00006996028,0.0006889822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006642626,0.007637676,0.0360066,0.001043652,0.00007133746,0.00164582,0.002290524,0.0002871422,0.0170286,0.009808546,0.1195387,0.8039772],"study_design_scores_gemma":[0.0002627909,0.0056801,0.1988407,0.0005213806,0.00009012985,0.006319223,0.005544135,0.0003722149,0.004715934,0.01070513,0.7668008,0.0001474341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4363267,0.005276146,0.03159558,0.05403447,0.006867981,0.001439638,0.0007765208,0.003998102,0.4596849],"genre_scores_gemma":[0.8393219,0.002529665,0.02067482,0.006028136,0.002052042,0.0004800367,0.0004920991,0.0002770778,0.1281442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03969928,"threshold_uncertainty_score":0.1328073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06322127395657083,"score_gpt":0.3321071325315864,"score_spread":0.2688858585750155,"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."}}