{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009044804,0.0002777549,0.0006310038,0.0003587519,0.0005034164,0.00008406239,0.0001426852,0.0001389928,0.00006832368],"category_scores_gemma":[0.0003473543,0.0002368602,0.0001508551,0.0003194988,0.0001256869,0.0002321077,0.0001038065,0.000684488,0.00002402056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936394,"about_ca_system_score_gemma":0.0001747716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003122345,"about_ca_topic_score_gemma":0.0003836849,"domain_scores_codex":[0.9975078,0.0001419733,0.0008225958,0.0003742469,0.0006421038,0.0005112594],"domain_scores_gemma":[0.9982195,0.0002042531,0.000416412,0.0003104225,0.0003019115,0.0005474473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005671469,0.00179945,0.8936502,0.000178516,0.0001944242,0.00003146988,0.00434261,0.0002105787,0.08369155,0.00001906036,0.0001128407,0.0152021],"study_design_scores_gemma":[0.02667087,0.001550598,0.9648728,0.001453602,0.0001800682,0.0002536947,0.001358339,0.000284998,0.002969338,0.00004615489,0.0001384528,0.0002210433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965749,0.0005887833,0.0004747432,0.0007015169,0.0002156108,0.001253279,0.000004481711,0.00007624381,0.000110406],"genre_scores_gemma":[0.991374,0.000607215,0.007309696,0.0003808684,0.0002004005,0.0000462878,0.000003278498,0.00004982026,0.00002840112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08072221,"threshold_uncertainty_score":0.965888,"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."}}