{"id":"W2224026826","doi":"10.2196/mental.4875","title":"Web-Based Cognitive Behavioral Relapse Prevention Program With Tailored Feedback for People With Methamphetamine and Other Drug Use Problems: Development and Usability Study","year":2016,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Web application; Methamphetamine; Usability; Cognition; The Internet; Psychology; Medicine; Computer science; World Wide Web; Human–computer interaction; 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":[0.003090423,0.0005643123,0.000783188,0.000880043,0.0004014253,0.0004185586,0.0006077552,0.00044063,0.001532815],"category_scores_gemma":[0.004508386,0.0002931137,0.001015457,0.0004102546,0.0002363408,0.0006115163,0.0005130185,0.0004363825,0.0002179522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003347298,"about_ca_system_score_gemma":0.0009605364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464827,"about_ca_topic_score_gemma":0.002052528,"domain_scores_codex":[0.9988865,0.0005318684,0.0001256596,0.0001114406,0.0002284351,0.000116118],"domain_scores_gemma":[0.9979267,0.0009840037,0.0001153353,0.0001452099,0.0005275126,0.0003012164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00706827,0.1273686,0.0926952,0.005163732,0.0008683593,0.00219027,0.01084759,0.003052075,0.03198275,0.0002207616,0.003470077,0.7150724],"study_design_scores_gemma":[0.009752427,0.2774684,0.6255277,0.001041156,0.002400008,0.002369248,0.008231216,0.02704451,0.02790283,0.0002178063,0.01773173,0.0003129766],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949566,0.0001126671,0.001859478,0.000054097,0.00002072628,0.002299613,0.0001372067,0.0001192623,0.0004404127],"genre_scores_gemma":[0.9553087,0.0006761944,0.03660275,0.0001944481,0.00005411115,0.005033076,0.0006916517,0.0000654853,0.001373498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003090423,"threshold_uncertainty_score":0.01634395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04477852875208852,"score_gpt":0.3594306526719345,"score_spread":0.314652123919846,"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."}}