{"id":"W3026984859","doi":"10.2196/formative.7570","title":"A Digital Smoking Cessation Program for Heavy Drinkers: Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute on Alcohol Abuse and Alcoholism","keywords":"Smoking cessation; Medicine; Randomized controlled trial; Psychological intervention; Intervention (counseling); Population; Physical therapy; Gerontology; Environmental health; 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":[0.0032207,0.001470661,0.002633183,0.0009848436,0.0009722414,0.001317907,0.001457246,0.002549254,0.01456732],"category_scores_gemma":[0.004595351,0.0008437901,0.002079906,0.0009322375,0.001584791,0.001448646,0.001194908,0.002239449,0.001123149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009734496,"about_ca_system_score_gemma":0.002771966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003017394,"about_ca_topic_score_gemma":0.00523595,"domain_scores_codex":[0.9979244,0.001158532,0.000171674,0.0002741128,0.0002015157,0.0002697146],"domain_scores_gemma":[0.9978464,0.0007350051,0.000435653,0.0001824117,0.0002086814,0.0005919327],"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":[0.9038978,0.05791798,0.001101922,0.002813446,0.001360747,0.00009175148,0.0001701665,0.0002981419,0.00109956,0.0002152284,0.001344449,0.02968886],"study_design_scores_gemma":[0.9608182,0.03728663,0.001036425,0.00006829313,0.0002072181,0.00001021261,0.0000273947,0.000122386,0.00006299468,0.00006951834,0.0002848675,0.000005891558],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.857501,0.003614366,0.001994812,0.001589355,0.001216538,0.1267869,0.003007226,0.0004041547,0.003885704],"genre_scores_gemma":[0.7886108,0.003278168,0.009793727,0.002368066,0.001054761,0.1889201,0.00139703,0.0000358974,0.004541522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01456732,"threshold_uncertainty_score":0.04873252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1083066871754717,"score_gpt":0.437110706973276,"score_spread":0.3288040197978043,"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."}}