{"id":"W4210481478","doi":"10.2196/preprints.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 (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Smoking cessation; Randomized controlled trial; Referral; Intervention (counseling); Clinical decision support system; Clinical trial; Physical therapy; Health promotion; Decision support system; Family medicine; Public health; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03235999,0.005062303,0.008796799,0.002387264,0.002714407,0.004922179,0.002824358,0.006164217,0.08024754],"category_scores_gemma":[0.03828501,0.00307834,0.007748758,0.002551193,0.00309239,0.003357582,0.002100014,0.006792125,0.01051282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005088619,"about_ca_system_score_gemma":0.01310848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003361639,"about_ca_topic_score_gemma":0.00487021,"domain_scores_codex":[0.9770073,0.01395187,0.003156702,0.001733665,0.002252931,0.001897451],"domain_scores_gemma":[0.9851081,0.005670881,0.00314086,0.001822492,0.002817851,0.00143989],"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":[0.9181831,0.01379653,0.000567925,0.01618623,0.003479341,0.0001336142,0.0003013823,0.001699108,0.001463065,0.002145067,0.01417818,0.02786639],"study_design_scores_gemma":[0.9640263,0.01940615,0.0009968402,0.001744676,0.0009990421,0.00002400259,0.00007708407,0.00119661,0.0005176157,0.001197167,0.009748124,0.00006634184],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00202606,0.0001501976,0.0009147406,0.0001422197,0.0003024688,0.9949151,0.0009996429,0.00007150368,0.0004780428],"genre_scores_gemma":[0.001738898,0.00006675339,0.001513723,0.000119645,0.00004344156,0.996173,0.0001133755,0.000004777909,0.0002264468],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08024754,"threshold_uncertainty_score":0.2684548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1555619265505592,"score_gpt":0.5000945201330385,"score_spread":0.3445325935824792,"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."}}