{"id":"W2940037021","doi":"10.2196/13119","title":"Reducing Alcohol Consumption Among Risky Drinkers in the General Population of Sweden Using an Interactive Mobile Health Intervention: Protocol for a Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Linköpings Universitet","keywords":"mHealth; Psychological intervention; Intervention (counseling); Environmental health; Medicine; Randomized controlled trial; Population; Brief intervention; Protocol (science); Alcohol consumption; Consumption (sociology); Alcohol; Psychiatry; Alternative 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":[0.0397089,0.007539283,0.01398309,0.003229392,0.004922277,0.005115852,0.004290286,0.0100842,0.09593464],"category_scores_gemma":[0.03503321,0.003991073,0.007623049,0.003868773,0.004190854,0.004218331,0.002881033,0.01040805,0.01654418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007077655,"about_ca_system_score_gemma":0.02188318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003110396,"about_ca_topic_score_gemma":0.006298572,"domain_scores_codex":[0.9738703,0.01454979,0.003649055,0.002146389,0.002802246,0.002982125],"domain_scores_gemma":[0.9845724,0.004122922,0.002887277,0.001923783,0.004400681,0.002092866],"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":[0.7257635,0.02827179,0.001135194,0.08969262,0.004199469,0.0008410019,0.00154745,0.004367471,0.004631576,0.009961632,0.04326779,0.08632051],"study_design_scores_gemma":[0.8723866,0.0293226,0.002406484,0.01512214,0.001815281,0.0001363777,0.0003648206,0.00305306,0.001471239,0.004922708,0.06874743,0.0002512026],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003813916,0.0001023625,0.000516129,0.00006423115,0.0001358803,0.9982912,0.0002628474,0.00003588984,0.0002101332],"genre_scores_gemma":[0.0003142509,0.00005962373,0.0007605275,0.0000473222,0.00001736555,0.9986308,0.0000411906,0.000002006788,0.000126869],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09593464,"threshold_uncertainty_score":0.3209333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2643993541149132,"score_gpt":0.5955483980357241,"score_spread":0.3311490439208109,"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."}}