{"id":"W1973224303","doi":"10.1212/wnl.0b013e3182535cf6","title":"Survival in MS","year":2012,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":244,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Hazard ratio; Placebo; Internal medicine; Randomized controlled trial; Confidence interval; Randomization; Cohort; Log-rank test; Survival analysis; Proportional hazards model; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002179975,0.0000540958,0.0001596014,0.00008068387,0.0000166013,0.000001373757,0.00004181649,0.00005222071,0.0002161183],"category_scores_gemma":[0.0003615709,0.00004401448,0.000024111,0.00009715634,0.00006938633,0.0000300739,0.00006897077,0.0002360165,0.0001791076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008976253,"about_ca_system_score_gemma":0.00001218215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001304752,"about_ca_topic_score_gemma":0.0001146537,"domain_scores_codex":[0.9992193,0.00009138972,0.00009330731,0.0001047392,0.0001240886,0.0003671963],"domain_scores_gemma":[0.999584,0.0001545815,0.00001158912,0.000139984,0.00001880036,0.00009107208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002374064,0.0001160817,0.9898672,0.00001009794,0.000008185046,0.00001875521,0.0001250357,7.289689e-7,0.005803579,0.0001583568,0.0008785029,0.00277609],"study_design_scores_gemma":[0.0007326061,0.0002534642,0.967481,0.000001584934,0.000002810721,0.00001438119,0.000003982083,0.00003948878,0.0001972406,0.000008263251,0.03123753,0.00002765842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752982,0.0001640025,0.00000486632,0.004929457,0.0002947173,0.0001282775,8.921328e-7,0.00002390547,0.01915571],"genre_scores_gemma":[0.9982088,0.0001132224,0.00004080962,0.001234549,0.0002594872,0.0000178183,0.000001656544,0.000008237862,0.0001154759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03035902,"threshold_uncertainty_score":0.2366343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08318832365725977,"score_gpt":0.3528257957725077,"score_spread":0.269637472115248,"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."}}