{"id":"W4301390540","doi":"10.2196/preprints.42956","title":"Supporting Youth Vaping Cessation With the Crush the Crave Smartphone App: Protocol for a Randomized Controlled Trial (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Canadian Institutes of Health Research; McMaster University; Ontario Tobacco Research Unit; University of Toronto","funders":"","keywords":"Randomized controlled trial; Psychological intervention; Smoking cessation; Medicine; Intervention (counseling); Young adult; Physical therapy; Psychology; Gerontology; Psychiatry; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02157745,0.005423935,0.01042516,0.002330045,0.003861217,0.004532457,0.003118751,0.008389306,0.1460317],"category_scores_gemma":[0.02512172,0.003960116,0.00586262,0.002449771,0.00285926,0.004393056,0.002034436,0.009714942,0.02201571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004981504,"about_ca_system_score_gemma":0.01646204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003749494,"about_ca_topic_score_gemma":0.007756733,"domain_scores_codex":[0.9880801,0.005786705,0.001621797,0.001361969,0.001545829,0.00160353],"domain_scores_gemma":[0.9920117,0.002204485,0.001550439,0.0009776741,0.002066374,0.001189257],"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":[0.6868945,0.02728194,0.0009816808,0.07888333,0.00343136,0.0005199208,0.001208147,0.002854198,0.004124856,0.01004165,0.08500108,0.09877744],"study_design_scores_gemma":[0.8825368,0.02634925,0.002625476,0.01196763,0.001196867,0.00009070533,0.0002562677,0.001834514,0.001175321,0.005065662,0.06671435,0.0001872429],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005581304,0.0001841118,0.000520026,0.0001192627,0.0003004802,0.9971782,0.0006500151,0.00006332969,0.0004264406],"genre_scores_gemma":[0.0005086031,0.00007420978,0.000628695,0.0001050174,0.00003115819,0.9983698,0.00005668447,0.000002747146,0.0002230971],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1460317,"threshold_uncertainty_score":0.4885249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04713721228873224,"score_gpt":0.3639991574272158,"score_spread":0.3168619451384836,"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."}}