{"id":"W4288767312","doi":"10.2196/37900","title":"The Impact of a Clinical Decision Support System for Addressing Physical Activity and Healthy Eating During Smoking Cessation Treatment: Hybrid Type I Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":8,"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":"University of Toronto; Medical Psychiatry Alliance; Public Health Agency; Public Health Agency of Canada; Centre for Addiction and Mental Health","keywords":"Medicine; Smoking cessation; Randomized controlled trial; Abstinence; Physical therapy; Psychological intervention; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.006891504,0.002017528,0.004539662,0.001027623,0.0007630349,0.002315445,0.001323505,0.003126336,0.006702609],"category_scores_gemma":[0.01313115,0.000920961,0.005228115,0.0009514359,0.001805637,0.001866776,0.001098333,0.002662953,0.0004980801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002831372,"about_ca_system_score_gemma":0.003031934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005507138,"about_ca_topic_score_gemma":0.005512713,"domain_scores_codex":[0.9920923,0.00534067,0.0007921704,0.0008057706,0.0005268558,0.0004422087],"domain_scores_gemma":[0.9946452,0.002765554,0.001070302,0.0003931865,0.0003985632,0.0007272181],"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":[0.9593192,0.008560479,0.0007759717,0.003543369,0.005898571,0.0000448764,0.0001002434,0.0007573318,0.000384614,0.0002885761,0.0004589275,0.01986786],"study_design_scores_gemma":[0.961773,0.03345973,0.0007788421,0.0002723972,0.002091797,0.00001489233,0.00003308832,0.0008504331,0.0001037862,0.0002649206,0.0003388473,0.00001830579],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9226497,0.01579741,0.005494291,0.002201909,0.00279713,0.04454206,0.001876681,0.0003864963,0.004254315],"genre_scores_gemma":[0.9457543,0.003566665,0.008987127,0.001607142,0.0009733893,0.03666419,0.0007773046,0.00002423952,0.001645623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006891504,"threshold_uncertainty_score":0.03644621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6413139058062406,"score_gpt":0.7405996559200103,"score_spread":0.09928575011376972,"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."}}