{"id":"W2996162400","doi":"10.2196/16652","title":"A Smartphone App Designed to Help Cancer Patients Stop Smoking: Results From a Pilot Randomized Trial on Feasibility, Acceptability, and Effectiveness","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institute on Drug Abuse","keywords":"Medicine; Smoking cessation; Psychological intervention; Randomized controlled trial; Population; Breast cancer; Anxiety; Cancer; Lung cancer; mHealth; Physical therapy; Psychiatry; Internal medicine","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":[0.009459509,0.001127434,0.001860647,0.0005607268,0.0006040325,0.001124426,0.0006870158,0.001982675,0.004930423],"category_scores_gemma":[0.01806592,0.0006238793,0.002298941,0.000467224,0.001264632,0.001420732,0.0008763857,0.001751337,0.0005598835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006572568,"about_ca_system_score_gemma":0.001503624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001052324,"about_ca_topic_score_gemma":0.00142126,"domain_scores_codex":[0.9935985,0.004606775,0.0005558077,0.000398203,0.0004998966,0.0003409547],"domain_scores_gemma":[0.989351,0.007102636,0.001436544,0.0005782415,0.0007987376,0.0007329076],"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":[0.8130642,0.06908738,0.007385097,0.004499129,0.002821692,0.0001576486,0.001059735,0.0003760565,0.003114965,0.0002259332,0.001460479,0.09674773],"study_design_scores_gemma":[0.6176829,0.3661132,0.01167101,0.0002361421,0.001747013,0.00005364699,0.0002413035,0.0004540676,0.0007346457,0.0001297477,0.0009069526,0.00002947017],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629357,0.001205734,0.001166119,0.0005316382,0.0003325096,0.03151507,0.0006925404,0.0001059389,0.001514668],"genre_scores_gemma":[0.9545422,0.001469651,0.005716091,0.0005935379,0.0002814425,0.03607296,0.000429266,0.00002659849,0.0008683904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009459509,"threshold_uncertainty_score":0.05002725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08772769822705115,"score_gpt":0.4297428617895272,"score_spread":0.3420151635624761,"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."}}