{"id":"W2280324319","doi":"10.2196/resprot.5002","title":"Development, Validation, and Implementation of an Innovative Mobile App for Alcohol Dependence Management: Protocol for the SIDEAL Trial","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H. Lundbeck A/S","keywords":"Protocol (science); Mobile apps; Computer science; Psychology; Applied psychology; Medicine; World Wide Web; 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":[0.06104006,0.0049253,0.005640456,0.002524813,0.004201368,0.003562047,0.003300475,0.008255521,0.06951304],"category_scores_gemma":[0.06265647,0.003139839,0.004922111,0.00222964,0.003543118,0.003301668,0.003154699,0.007990913,0.01882332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005050937,"about_ca_system_score_gemma":0.02032186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616755,"about_ca_topic_score_gemma":0.002314328,"domain_scores_codex":[0.9684144,0.01971921,0.004431069,0.001870272,0.00322152,0.002343564],"domain_scores_gemma":[0.969094,0.009100592,0.004712935,0.005677457,0.009180811,0.0022342],"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":[0.3637507,0.05164777,0.002888592,0.1045951,0.001832142,0.002050783,0.006636865,0.007200133,0.01358608,0.02205213,0.139008,0.2847517],"study_design_scores_gemma":[0.4527953,0.06459119,0.01060117,0.03297427,0.001407171,0.0005928306,0.001914185,0.005050465,0.008585935,0.01366739,0.4071219,0.0006981958],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005545004,0.00007635229,0.001159094,0.00007790382,0.0001303817,0.9972683,0.0003401128,0.00003148604,0.0003619673],"genre_scores_gemma":[0.0003094538,0.00003978404,0.001021192,0.00005089024,0.00001457158,0.9983974,0.00004951407,0.000002268118,0.0001149165],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06951304,"threshold_uncertainty_score":0.3228145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3065168659853348,"score_gpt":0.5979001625919622,"score_spread":0.2913832966066274,"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."}}