{"id":"W2168476931","doi":"10.1016/j.clineuro.2004.02.006","title":"The multiple sclerosis trait: a disease waiting to happen?","year":2004,"lang":"en","type":"article","venue":"Clinical Neurology and Neurosurgery","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Multiple sclerosis; Disease; Etiology; Trait; Intensive care medicine; Psychiatry; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001107096,0.000214388,0.0004931773,0.00008414492,0.0006416392,0.00004841011,0.0001599,0.0001192317,0.00001169935],"category_scores_gemma":[0.01854309,0.0001448202,0.0002630797,0.000230571,0.0008664129,0.00005796887,0.0003198102,0.000799662,0.00005886712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007636344,"about_ca_system_score_gemma":0.0001101156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001373885,"about_ca_topic_score_gemma":0.0000258141,"domain_scores_codex":[0.9973044,0.0003586344,0.000700512,0.0006986359,0.0002866394,0.0006511958],"domain_scores_gemma":[0.9916397,0.006816285,0.00009254174,0.0004824019,0.00008793517,0.0008810912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006158169,0.0006673951,0.9201174,0.00005599986,0.00009325665,0.0005891447,0.00007065201,0.00004415022,0.004425862,0.0002510172,0.005231794,0.06229518],"study_design_scores_gemma":[0.001775655,0.0006833986,0.9801247,0.00004794267,0.00003974956,0.00002576504,0.00000934142,0.0002635467,0.0001025099,0.0001251437,0.01668015,0.0001220742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127754,0.0002532491,0.00002165911,0.08560504,0.0005967962,0.0005410126,0.00001744901,0.00009536541,0.00009404957],"genre_scores_gemma":[0.9726503,0.002167355,0.00004005332,0.02455927,0.0003836972,0.00008658983,0.000003313026,0.00003237636,0.00007699608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0621731,"threshold_uncertainty_score":0.9897242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1616741746880032,"score_gpt":0.3656447940632353,"score_spread":0.2039706193752321,"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."}}