{"id":"W2913261914","doi":"10.2196/12482","title":"A Mobile Smoking Cessation Intervention for Mexico (Vive sin Tabaco... ¡Decídete!): Single-Arm Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Smoking cessation; Psychological intervention; Medicine; Abstinence; Intervention (counseling); mHealth; Family medicine; 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":[0.001575541,0.0008088956,0.00102314,0.0003795812,0.000847985,0.0005378954,0.0006807506,0.001067356,0.00647405],"category_scores_gemma":[0.001046137,0.0004662981,0.0008461927,0.0002194134,0.0004119278,0.0004658501,0.0007112774,0.001237596,0.0004868843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000578969,"about_ca_system_score_gemma":0.001798521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005078698,"about_ca_topic_score_gemma":0.007389242,"domain_scores_codex":[0.9995489,0.0001775527,0.00002300653,0.00007008058,0.00006953792,0.0001109453],"domain_scores_gemma":[0.9995273,0.0001188903,0.00008564114,0.00003379424,0.00005042444,0.0001839613],"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":[0.1999334,0.5113092,0.03371773,0.002995842,0.001190863,0.0003749307,0.002101336,0.0008370292,0.02284044,0.0004098243,0.002839305,0.2214503],"study_design_scores_gemma":[0.1452474,0.7063069,0.1413714,0.000123182,0.0006213582,0.00007652825,0.000725704,0.001053543,0.001170322,0.0001012082,0.003158973,0.00004345317],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899091,0.0001178509,0.0004372313,0.0001801343,0.00004664925,0.008101484,0.0004349678,0.00004101788,0.0007316868],"genre_scores_gemma":[0.9457754,0.0008593689,0.006567577,0.0006397757,0.0001475577,0.04098079,0.0009869772,0.00001809211,0.00402428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00647405,"threshold_uncertainty_score":0.02165782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09044207617003562,"score_gpt":0.404762274313287,"score_spread":0.3143201981432514,"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."}}