{"id":"W1980342878","doi":"10.1159/000328510","title":"Drinking Motives in Clinical and General Populations","year":2011,"lang":"en","type":"article","venue":"European Addiction Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Plan Nacional sobre Drogas","keywords":"Psychology; Anxiety; Coping (psychology); Clinical psychology; Alcohol; Alcohol consumption; Heavy drinking; Human factors and ergonomics; Poison control; Psychiatry; Medicine; Environmental health","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":[0.001135707,0.00006002849,0.0001129908,0.0002573321,0.00009341033,0.00001210417,0.00004339332,0.00002581867,0.0003358204],"category_scores_gemma":[0.000165118,0.00004911887,0.00003756005,0.0002536647,0.0001473915,0.00007899206,0.00004498457,0.0003003424,0.0001884191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002684158,"about_ca_system_score_gemma":0.00001867239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002603364,"about_ca_topic_score_gemma":0.00009068549,"domain_scores_codex":[0.9987372,0.0004337022,0.0002281593,0.0002022411,0.000204355,0.0001943169],"domain_scores_gemma":[0.9995894,0.0000635555,0.00001992858,0.0001624024,0.0000636447,0.0001010969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008962006,0.0001095153,0.979377,0.000001459101,0.0000179041,0.0001436735,0.001102042,2.755989e-7,0.00003795751,0.001092155,0.0006748777,0.01735353],"study_design_scores_gemma":[0.001250758,0.0001392315,0.9967516,0.00004384575,0.000009645071,0.0000102368,0.0002910453,0.00009428136,0.00004601194,0.0001238196,0.001199761,0.00003976302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204067,0.0002197755,0.00002378371,0.0001078145,0.00009341934,0.0001635141,3.476574e-7,0.00004541642,0.07893921],"genre_scores_gemma":[0.9940869,0.000269337,0.001393635,0.00005915696,0.0001766899,0.000004492525,0.00001038484,0.00001741628,0.003981953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07495727,"threshold_uncertainty_score":0.3676997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3897356897899929,"score_gpt":0.4575246284465856,"score_spread":0.06778893865659275,"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."}}