{"id":"W2147284521","doi":"10.1177/1352458508090662","title":"Timing of birth and disease progression in multiple sclerosis","year":2008,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Natural history; Multiple sclerosis; Season of birth; Expanded Disability Status Scale; Medicine; Disease; Cohort; Pediatrics; Demography; Cohort study; Proportional hazards model; Live birth; Survival analysis; Natural history study; Pregnancy; Internal medicine; Biology; Immunology; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008955701,0.000410895,0.0008820649,0.0007603828,0.000651383,0.00005808395,0.0002546104,0.0001436728,0.0001383719],"category_scores_gemma":[0.004652401,0.0003331979,0.0002845796,0.0006597661,0.0007310078,0.0004185765,0.0003256653,0.0008492977,0.000015247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000215398,"about_ca_system_score_gemma":0.0003219517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001394848,"about_ca_topic_score_gemma":0.00008057735,"domain_scores_codex":[0.9960131,0.000247503,0.001044584,0.0005645819,0.001256154,0.0008740562],"domain_scores_gemma":[0.996943,0.0005570907,0.0003853674,0.0004606452,0.0004310416,0.001222832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001303521,0.0007224698,0.8463849,0.0002130053,0.00008912438,0.0001003218,0.001083451,0.00005848624,0.1128721,0.000002100433,0.001076695,0.03609383],"study_design_scores_gemma":[0.009502539,0.0003249703,0.9711577,0.002639283,0.00004669834,0.0001159371,0.0003538159,0.009261957,0.005944362,0.00001403228,0.0003394742,0.00029923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942178,0.003239433,0.0001845177,0.001102349,0.0001615709,0.0008391927,0.00004974144,0.00006271614,0.0001426461],"genre_scores_gemma":[0.9797117,0.01235958,0.007304914,0.0001346383,0.0002457606,0.00007448477,0.00001068396,0.00006881694,0.00008940286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1247728,"threshold_uncertainty_score":0.999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1958638422803978,"score_gpt":0.3246930564400865,"score_spread":0.1288292141596887,"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."}}