{"id":"W2581833903","doi":"10.1080/08897077.2017.1281860","title":"Smartphone Application for Unhealthy Alcohol Use: A Pilot Study","year":2017,"lang":"en","type":"article","venue":"Substance Abuse","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Psychology; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00240142,0.0006395975,0.0007422956,0.0006474347,0.0008589685,0.0007440435,0.0003842403,0.0007022159,0.003828923],"category_scores_gemma":[0.003247624,0.0003640453,0.0009696627,0.0003427874,0.0005505107,0.0006542294,0.0007270662,0.0009139369,0.0008990968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004572325,"about_ca_system_score_gemma":0.001278242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003981016,"about_ca_topic_score_gemma":0.005153513,"domain_scores_codex":[0.9990771,0.0003945916,0.00005937132,0.00007898708,0.0001719267,0.0002178899],"domain_scores_gemma":[0.9980355,0.0007820241,0.0001566833,0.0001179789,0.0004286068,0.0004793293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02376311,0.346656,0.3511773,0.004796692,0.0008152494,0.005448523,0.02568294,0.0004001739,0.02504945,0.0004409282,0.004214261,0.2115554],"study_design_scores_gemma":[0.003773154,0.4148782,0.55955,0.0003607094,0.0006480356,0.001353774,0.0115986,0.001135954,0.002261235,0.0001636879,0.004193616,0.00008288119],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976357,0.0001779585,0.0001609292,0.00006686385,0.00001309339,0.00134483,0.00009529114,0.000009666239,0.0004956856],"genre_scores_gemma":[0.9941435,0.0008381273,0.001141271,0.000262967,0.000041071,0.002053653,0.0001970019,0.000007127023,0.001315195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003981016,"threshold_uncertainty_score":0.01280898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113575736140779,"score_gpt":0.3670945535197668,"score_spread":0.2535188173789878,"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."}}