{"id":"W4281677373","doi":"10.2196/38905","title":"An Integrated mHealth App for Smoking Cessation in Black Smokers With Anxiety: Protocol for a Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Cancer Institute; Strong; National Institute on Drug Abuse; University of Oklahoma","keywords":"Smoking cessation; Medicine; mHealth; Anxiety; Population; Randomized controlled trial; Stressor; Clinical psychology; Physical therapy; Psychological intervention; 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":[0.02047872,0.005103834,0.01019364,0.002272163,0.004191457,0.00386229,0.0032814,0.006022237,0.1068869],"category_scores_gemma":[0.01770012,0.00306949,0.005504346,0.002553514,0.002468025,0.003305308,0.002040593,0.008511336,0.01233931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005171659,"about_ca_system_score_gemma":0.01495555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004927822,"about_ca_topic_score_gemma":0.01003579,"domain_scores_codex":[0.9905501,0.004383142,0.001282138,0.001039109,0.001325684,0.001419779],"domain_scores_gemma":[0.9937704,0.001383987,0.001378372,0.0007361941,0.001712095,0.001019006],"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":[0.8055516,0.03119924,0.0009026577,0.04622016,0.00377648,0.0003381116,0.0007350455,0.001857436,0.003006878,0.004521241,0.03094105,0.07095003],"study_design_scores_gemma":[0.9446217,0.01938501,0.001608858,0.004635992,0.001265186,0.00003703405,0.0001860818,0.001349053,0.0006119884,0.001759524,0.02443627,0.0001033143],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009842524,0.0001771344,0.0005320007,0.00009761674,0.000190701,0.9969608,0.0006252189,0.00005897357,0.0003732411],"genre_scores_gemma":[0.0008635995,0.00008181294,0.0007987089,0.0000790698,0.00002237204,0.9978628,0.0000531538,0.000002653116,0.0002358691],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1068869,"threshold_uncertainty_score":0.3575723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1790071247783672,"score_gpt":0.5434858229760335,"score_spread":0.3644786981976664,"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."}}