{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01131473,0.0008538422,0.0007365457,0.0006240889,0.0008729608,0.000976494,0.000815685,0.001244943,0.003893073],"category_scores_gemma":[0.009469907,0.0005779303,0.001254056,0.0003149621,0.0008056386,0.001491959,0.0009594489,0.00151605,0.000825929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004260099,"about_ca_system_score_gemma":0.001649676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348664,"about_ca_topic_score_gemma":0.002288546,"domain_scores_codex":[0.9962495,0.002202012,0.0002681787,0.0001965826,0.0007284598,0.0003552757],"domain_scores_gemma":[0.9943983,0.003125789,0.0005361381,0.0002750842,0.0008870136,0.0007775539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.08465288,0.507302,0.1627055,0.004271214,0.001164716,0.001176971,0.009515699,0.000742237,0.02285949,0.0003933129,0.003474662,0.2017413],"study_design_scores_gemma":[0.0192905,0.7555432,0.2131965,0.00031525,0.0007202233,0.0004562887,0.003038499,0.00148775,0.003110741,0.0001493206,0.002620907,0.00007081652],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871445,0.000130612,0.0004865637,0.000202874,0.00003094538,0.01039045,0.0003049415,0.00003063883,0.001278427],"genre_scores_gemma":[0.9735508,0.0006032569,0.006036813,0.0005622415,0.00009009016,0.01715145,0.0005923165,0.00001747122,0.001395593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01131473,"threshold_uncertainty_score":0.05983877,"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."}}