{"id":"W2152475513","doi":"10.25011/cim.v30i1.447","title":"The CAGE Questionnaire for Alcohol Misuse: A Review of Reliability and Validity Studies","year":2007,"lang":"en","type":"review","venue":"Clinical and investigative medicine","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":501,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; MEDLINE; Reliability (semiconductor); Systematic review; Meta-analysis; Test (biology); Validity; Psychiatry; Clinical psychology; Psychometrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00512625,0.0004387336,0.004068207,0.00005634931,0.0001670856,0.000003474722,0.0001104865,0.0002395828,0.000007290477],"category_scores_gemma":[0.03080159,0.0001871994,0.0004254432,0.0002675929,0.01478897,0.00004850766,0.00006877677,0.0004736731,0.000001688607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005069066,"about_ca_system_score_gemma":0.0002258649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005923719,"about_ca_topic_score_gemma":0.00001559245,"domain_scores_codex":[0.9964884,0.000461189,0.001974453,0.0005499392,0.0002861006,0.0002399408],"domain_scores_gemma":[0.9917517,0.006101524,0.0007953534,0.0004953724,0.0005384807,0.0003175892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006368294,0.00008295604,0.010611,0.204165,0.0009018565,0.00001577492,0.0002755285,8.361588e-10,1.039748e-7,0.001288904,0.01531907,0.7672762],"study_design_scores_gemma":[0.001558128,0.001002759,0.001513722,0.3241318,0.005387184,0.00002309942,0.0001373615,4.985044e-7,0.000001319251,0.004039783,0.662056,0.0001483316],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004802076,0.9875699,0.000006649821,0.008721856,0.000451523,0.002668027,0.000009477311,0.00002714777,0.0000652713],"genre_scores_gemma":[0.00007139121,0.996444,0.0003133038,0.001672539,0.0005816297,0.0001799186,0.00005506327,0.00002604488,0.0006560712],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7671278,"threshold_uncertainty_score":0.9878922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6049991036440108,"score_gpt":0.5398466427842842,"score_spread":0.06515246085972659,"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."}}