{"id":"W3040313662","doi":"10.2196/19157","title":"Impact of a Web-Based Clinical Decision Support System to Assist Practitioners in Addressing Physical Activity and/or Healthy Eating for Smoking Cessation Treatment: Protocol for a Hybrid Type I Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; St. Michael's Hospital; Public Health Ontario; University of Toronto; Diabetes Canada; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Smoking cessation; Intervention (counseling); Referral; Randomized controlled trial; Health promotion; Physical therapy; Family medicine; Public health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.04691836,0.006791492,0.01192366,0.003358209,0.003350924,0.005903827,0.003611444,0.007413316,0.05948934],"category_scores_gemma":[0.046645,0.003380985,0.008383025,0.003605552,0.004209717,0.003988496,0.002673288,0.007915274,0.009316202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006893819,"about_ca_system_score_gemma":0.01611946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003146868,"about_ca_topic_score_gemma":0.004684612,"domain_scores_codex":[0.9654081,0.02066841,0.004770014,0.002698828,0.003569242,0.002885241],"domain_scores_gemma":[0.9780566,0.007615927,0.004770832,0.002549861,0.004988754,0.002018047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9117343,0.01743928,0.0008060706,0.01849692,0.003739301,0.0002097111,0.0004561693,0.002755257,0.00194508,0.002993412,0.0094315,0.02999314],"study_design_scores_gemma":[0.95338,0.02490883,0.001186948,0.002064592,0.001307059,0.0000332489,0.0001126222,0.002257651,0.0006995534,0.001694005,0.01225668,0.00009868418],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001230255,0.0001065324,0.0008235638,0.00007353645,0.00017969,0.9967871,0.0004347952,0.0000530469,0.0003115264],"genre_scores_gemma":[0.001109471,0.00005090072,0.001241055,0.00005895376,0.00002482388,0.9973239,0.00005659329,0.000003570211,0.0001306936],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05948934,"threshold_uncertainty_score":0.248131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4127605190664876,"score_gpt":0.6359493093202562,"score_spread":0.2231887902537685,"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."}}