{"id":"W3012838529","doi":"10.2196/17530","title":"A Mobile Health Solution Complementing Psychopharmacology-Supported Smoking Cessation: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Medicine; Randomized controlled trial; mHealth; Quality of life (healthcare); Physical therapy; Psychiatry; Psychological intervention; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003599717,0.002010168,0.006015196,0.0009622987,0.0007809484,0.00159236,0.001381222,0.00388779,0.0119789],"category_scores_gemma":[0.004409391,0.0008862473,0.004038045,0.0008365553,0.001647215,0.001432597,0.0009011663,0.002669025,0.001260563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121014,"about_ca_system_score_gemma":0.001928842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511598,"about_ca_topic_score_gemma":0.002027306,"domain_scores_codex":[0.997822,0.001101256,0.0002356945,0.0003751678,0.0002066673,0.0002593312],"domain_scores_gemma":[0.998013,0.000726793,0.0005111429,0.0001566502,0.0002113015,0.0003811422],"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":[0.980706,0.006390295,0.0002157282,0.0024379,0.001585095,0.00002553118,0.00003465128,0.00008014117,0.0005125822,0.0000733308,0.0002935602,0.007645207],"study_design_scores_gemma":[0.9652072,0.03282205,0.0004754482,0.0001112215,0.0008485742,0.000007532099,0.00001491538,0.0001210083,0.00008058164,0.00005890477,0.0002446968,0.000007967333],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160258,0.02269269,0.002056792,0.001656354,0.0032477,0.04883688,0.002188214,0.0003302123,0.002965387],"genre_scores_gemma":[0.8976231,0.00995547,0.00621729,0.002334314,0.002112403,0.07494015,0.001470714,0.00003904996,0.005307605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0119789,"threshold_uncertainty_score":0.04007339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08494671684333302,"score_gpt":0.4324060447913236,"score_spread":0.3474593279479906,"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."}}