{"id":"W2067663958","doi":"10.1177/1352458510391837","title":"Magnetic resonance active lesions as individual-level surrogate for relapses in multiple sclerosis","year":2010,"lang":"en","type":"review","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multiple sclerosis; Medicine; Magnetic resonance imaging; Surrogate endpoint; Clinical trial; Placebo; Lesion; Internal medicine; Surgery; Radiology; Pathology; Immunology","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","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003129314,0.001943076,0.005651005,0.002324061,0.001596469,0.0005412819,0.001692782,0.001771361,0.0003686713],"category_scores_gemma":[0.01955849,0.001597063,0.002754184,0.001872552,0.0009162474,0.0006248344,0.0009596842,0.006866567,0.000326809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253812,"about_ca_system_score_gemma":0.002131502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004367459,"about_ca_topic_score_gemma":0.001928142,"domain_scores_codex":[0.9884704,0.001016052,0.003323576,0.001980979,0.002438282,0.002770737],"domain_scores_gemma":[0.9875185,0.006529852,0.001601209,0.001597541,0.001268162,0.00148468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006181276,0.0008997496,0.002369419,0.002960716,0.0004364206,0.00006575287,0.0005064906,0.000002969464,0.0008360631,0.000007664871,0.004814067,0.9864826],"study_design_scores_gemma":[0.01439923,0.001144126,0.1301355,0.06593052,0.001670076,0.0004027254,0.0003585875,0.0001917205,0.0002347675,0.00003434388,0.7838208,0.001677618],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004592119,0.9830689,0.00007540606,0.0004266764,0.001405592,0.006852272,0.00319493,0.0001638255,0.0002202086],"genre_scores_gemma":[0.002972201,0.9790141,0.01180283,0.000199005,0.001440911,0.002564801,0.0003158984,0.0005034988,0.001186777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9848049,"threshold_uncertainty_score":0.9997033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3715157068469907,"score_gpt":0.3793546628344446,"score_spread":0.007838955987453933,"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."}}