{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002625337,0.0002645947,0.0004691591,0.000091358,0.0005920608,0.00008995254,0.0002683548,0.00005387427,0.0000276715],"category_scores_gemma":[0.00008831934,0.0002233849,0.0001002213,0.0001187433,0.0001003875,0.0004690007,0.000009469156,0.0001292114,0.0001253579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636708,"about_ca_system_score_gemma":0.00006679604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008592475,"about_ca_topic_score_gemma":0.00419057,"domain_scores_codex":[0.9983427,0.00002324565,0.0003479446,0.0005252252,0.0003118497,0.0004490229],"domain_scores_gemma":[0.9974921,0.0001628725,0.0002862951,0.001668604,0.0002096882,0.0001804451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002722855,0.001505471,0.9852526,0.00003089357,0.0001703597,0.00003851135,0.004090555,0.000001192598,0.001630632,0.0002133825,0.001145887,0.003197719],"study_design_scores_gemma":[0.0175161,0.002125347,0.9726548,0.00008450887,0.0002948143,0.000008350304,0.0009841353,0.0000539805,0.001875967,0.0002280202,0.003879258,0.0002947514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941403,0.0003926877,0.0005930095,0.0005388853,0.0003222517,0.003594839,0.000008529065,0.0001834825,0.000226008],"genre_scores_gemma":[0.9935731,0.0003673394,0.001316844,0.0004745361,0.0002502253,0.001007538,0.00004684299,0.00006207053,0.002901554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01479325,"threshold_uncertainty_score":0.9109372,"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."}}