{"id":"W2915862086","doi":"10.18332/tid/101600","title":"Impact of a standardized referral to a community pharmacist-ledsmoking cessation program before elective jointreplacement surgery","year":2019,"lang":"en","type":"article","venue":"Tobacco Induced Diseases","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Smoking cessation; Referral; Pharmacist; Family medicine; Knee replacement; Arthroplasty; Joint arthroplasty; Quit smoking; Physical therapy; Joint replacement; General surgery; Surgery; Pharmacy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003822798,0.0002192729,0.0005025249,0.0002895604,0.0001156732,0.00003978558,0.00009515234,0.00008360831,0.0004989812],"category_scores_gemma":[0.0002778815,0.0001835221,0.0002822879,0.0005095029,0.00002351191,0.0002384571,0.00005863208,0.0002825278,0.000008890266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008204633,"about_ca_system_score_gemma":0.0004909549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006521392,"about_ca_topic_score_gemma":0.00002470779,"domain_scores_codex":[0.9982767,0.0002121413,0.000396507,0.0002374115,0.000567182,0.0003100938],"domain_scores_gemma":[0.99855,0.0001270395,0.0002183689,0.0004810053,0.0003778276,0.0002457896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002168466,0.001137514,0.9392468,0.000079455,0.0001925413,0.000004340656,0.0008130553,0.00001081742,0.008663937,0.000005420859,0.0003734488,0.04730416],"study_design_scores_gemma":[0.002210394,0.001628162,0.9878117,0.0002348884,0.0003648869,0.000007233465,0.0004380856,0.00001302801,0.007039625,0.00004020574,0.00004066933,0.0001711339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997565,0.00002097223,0.00001463912,0.00006365576,0.0001772836,0.001538607,0.0001268853,0.000173648,0.0003193407],"genre_scores_gemma":[0.9991442,0.000004226053,0.00003331943,0.00006327439,0.00007844815,0.0001719566,0.0004322632,0.00003129138,0.00004101192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04856485,"threshold_uncertainty_score":0.7483813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07028568402277804,"score_gpt":0.3957176518472982,"score_spread":0.3254319678245202,"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."}}