{"id":"W4283384242","doi":"10.2196/28626","title":"A Smoking Cessation Mobile App for Persons Living With HIV: Preliminary Efficacy and Feasibility Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute","keywords":"Medicine; Smoking cessation; Abstinence; Population; Physical therapy; Intervention (counseling); Environmental health; Nursing; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002238162,0.0001120041,0.000186307,0.0002861649,0.001014531,0.00005838754,0.00009927672,0.00003655232,0.0001272206],"category_scores_gemma":[0.0001016171,0.0000919991,0.0000355178,0.0004832868,0.000108849,0.0002483588,0.0001997928,0.0005746041,7.560148e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004195028,"about_ca_system_score_gemma":0.0001289929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003356324,"about_ca_topic_score_gemma":0.000003431785,"domain_scores_codex":[0.9978498,0.0003537797,0.0001892945,0.0003045746,0.0009743529,0.0003282356],"domain_scores_gemma":[0.9987488,0.000586828,0.0000701664,0.000257811,0.0002425176,0.00009391907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001611912,0.003342934,0.8631896,0.0002816577,0.00007040961,0.000009361775,0.1211969,0.00005093875,0.0002043273,0.0000362309,0.0009978088,0.009007931],"study_design_scores_gemma":[0.003057729,0.01119604,0.8861469,0.00008456631,0.00005153836,0.00003065594,0.09827137,0.0007784712,0.00008601607,0.00001636255,0.0001818952,0.00009844913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946058,0.00003648371,0.000234213,0.0001232288,0.00003596314,0.004518689,0.00003233432,0.00006233186,0.0003510014],"genre_scores_gemma":[0.9947157,0.00000195149,0.00003667156,0.0000122994,0.00004046523,0.004846137,0.00005708427,0.00002180302,0.0002678766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02295733,"threshold_uncertainty_score":0.7803054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09419352398900177,"score_gpt":0.4320749034628812,"score_spread":0.3378813794738794,"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."}}