{"id":"W2111959241","doi":"10.1191/1352458504ms992oa","title":"Multiple sclerosis and alcohol: a study of problem drinking","year":2004,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Multiple sclerosis; Medicine; Alcohol; Environmental health; Psychology; Psychiatry; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006568988,0.0002239637,0.0004707356,0.0007405621,0.000970711,0.0006398753,0.00023303,0.0007110803,0.001397901],"category_scores_gemma":[0.001739496,0.0005467865,0.0003621836,0.001331539,0.0003142971,0.0008586863,0.00056144,0.0009325289,0.0002934833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000306096,"about_ca_system_score_gemma":0.0004229131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009878978,"about_ca_topic_score_gemma":0.01309114,"domain_scores_codex":[0.9995877,0.0001662628,0.00004420495,0.00004636202,0.00008724246,0.00006825513],"domain_scores_gemma":[0.9990177,0.0001562687,0.0003105842,0.00006582605,0.0001185336,0.0003310547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001574247,0.0002365019,0.9968693,0.00002098814,0.00007837778,0.0001865164,0.0007266791,0.000007448101,0.0001848092,0.00001766482,0.000113778,0.001400601],"study_design_scores_gemma":[0.00001449235,0.0002790158,0.9980097,0.000007815718,0.00003227326,0.000441363,0.0007754493,0.00004763624,0.00002197204,0.00002053799,0.0003453013,0.000004417249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999104,0.0003296943,0.0000311352,0.0000970802,0.000006484533,0.00001445219,0.0001031043,0.000001292862,0.0003128251],"genre_scores_gemma":[0.9990333,0.0003161545,0.00007355149,0.0001130151,0.00001637713,0.00001545262,0.0001085398,0.000001774549,0.0003218233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009878978,"threshold_uncertainty_score":0.01964301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2204880410900095,"score_gpt":0.3418251555076328,"score_spread":0.1213371144176233,"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."}}