{"id":"W4400418835","doi":"10.2196/58063","title":"A Novel mHealth App for Smokers Living With HIV Who Are Ambivalent About Quitting Smoking: Formative Research and Randomized Feasibility Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Kaiser Permanente","keywords":"mHealth; Psychological intervention; Smoking cessation; Randomized controlled trial; Medicine; Intervention (counseling); Social support; Gerontology; Psychology; Family medicine; Nursing; Social psychology","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":[0.02027751,0.002040173,0.002360285,0.001510238,0.002027304,0.002145038,0.0019848,0.003362813,0.009828195],"category_scores_gemma":[0.01824407,0.001371821,0.002522067,0.0008213174,0.002124412,0.002704635,0.001987644,0.002584798,0.001236134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434858,"about_ca_system_score_gemma":0.005616102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002126754,"about_ca_topic_score_gemma":0.003379425,"domain_scores_codex":[0.9882929,0.007251538,0.001037269,0.001042383,0.001371727,0.001004324],"domain_scores_gemma":[0.9908755,0.005558755,0.0008771556,0.0007106949,0.001365234,0.0006127169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3126011,0.4851822,0.004137394,0.01132857,0.001601298,0.0004721645,0.003961342,0.0009479902,0.005482642,0.001338321,0.002993334,0.1699537],"study_design_scores_gemma":[0.3500983,0.6305566,0.007055311,0.0009682146,0.001094198,0.00007671629,0.001334943,0.0009964015,0.001950374,0.0008180198,0.004966159,0.00008481925],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5204414,0.0009005837,0.006322928,0.0004796475,0.0008368537,0.4662315,0.001335285,0.0002679901,0.003183846],"genre_scores_gemma":[0.3172414,0.001273019,0.03560076,0.001149669,0.0004387079,0.6414303,0.0004313759,0.00003930448,0.002395358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02027751,"threshold_uncertainty_score":0.107239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1610605178592211,"score_gpt":0.4830275155189004,"score_spread":0.3219669976596794,"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."}}