{"id":"W1972927735","doi":"10.15288/jsa.2001.62.262","title":"Help-seeking timeline followback for problem drinkers: preliminary comparison with agency records of treatment contacts.","year":2001,"lang":"en","type":"article","venue":"Journal of Studies on Alcohol","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Agency (philosophy); Concordance; Medical record; Psychology; Medicine; Psychiatry; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002553866,0.0002703024,0.001127401,0.0001798637,0.00009180291,0.000007240392,0.00007881493,0.00005478776,0.00002278733],"category_scores_gemma":[0.00007495217,0.000154873,0.0003276549,0.0001764395,0.00006505848,0.0001088071,0.00001365002,0.0001183489,0.000005553273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004025496,"about_ca_system_score_gemma":0.0001109954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006357434,"about_ca_topic_score_gemma":0.00005850945,"domain_scores_codex":[0.9983742,0.00003005732,0.0008350982,0.0001771504,0.0003267943,0.0002567364],"domain_scores_gemma":[0.998062,0.000322691,0.0008375882,0.0001913381,0.0004815615,0.0001048266],"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":[0.0273087,0.002748905,0.9078227,0.0002427096,0.008778897,0.0005808137,0.01176703,0.0002611154,0.00151368,0.0000486924,0.004861433,0.03406537],"study_design_scores_gemma":[0.1762776,0.3330064,0.3231855,0.01738006,0.0174322,0.001760851,0.0655598,0.001032888,0.04213697,0.0005475708,0.02008859,0.001591554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989185,0.007371341,0.0001154424,0.001136889,0.0002675702,0.0009317824,0.000002085796,0.00001920201,0.0009706605],"genre_scores_gemma":[0.9866248,0.003880964,0.006999832,0.0001426029,0.0002624461,0.00003906379,0.000004966889,0.00003157465,0.002013725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5846372,"threshold_uncertainty_score":0.6315539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020317659663185,"score_gpt":0.373119918981132,"score_spread":0.2710881530148135,"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."}}