{"id":"W2121218425","doi":"10.1177/1352458515599072","title":"Effect of intramuscular interferon beta-1a on gray matter atrophy in relapsing−remitting multiple sclerosis: A retrospective analysis","year":2015,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs; Cleveland Clinic; Biogen; National Institute of Neurological Disorders and Stroke; American Academy of Neurology","keywords":"Atrophy; Multiple sclerosis; Interferon beta-1a; Placebo; Medicine; White matter; Internal medicine; Relapsing remitting; Brain size; Gastroenterology; Pathology; Magnetic resonance imaging; Immunology; Interferon beta; Radiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005566462,0.0008865884,0.002644744,0.00248067,0.0003741329,0.0002209509,0.0006444958,0.0003946576,0.0002329007],"category_scores_gemma":[0.005516987,0.0006918853,0.0015199,0.002863123,0.0005063523,0.0004838238,0.0004129967,0.002389095,0.000151774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001825952,"about_ca_system_score_gemma":0.000169628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005770879,"about_ca_topic_score_gemma":0.0003362097,"domain_scores_codex":[0.9914279,0.001587562,0.001964699,0.001141296,0.002426357,0.001452179],"domain_scores_gemma":[0.9945866,0.001355524,0.0009259416,0.001117616,0.001017959,0.0009963751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005508766,0.0007162266,0.9126168,0.0001876015,0.002510194,0.00004516337,0.002200768,0.001967401,0.06328091,0.000002557392,0.001542933,0.009420698],"study_design_scores_gemma":[0.01806287,0.005604325,0.9315167,0.002859431,0.001311987,0.00003610233,0.0008179056,0.006774034,0.0323404,0.00001301414,0.00008004937,0.0005832077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948987,0.0009055301,0.0007542871,0.00077875,0.0005317085,0.001447388,0.00005816624,0.00009214626,0.000533351],"genre_scores_gemma":[0.9959669,0.0005907241,0.002321537,0.0002183508,0.0005068273,0.0001524428,0.00003618604,0.0001379915,0.00006901524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03094052,"threshold_uncertainty_score":0.9999124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06954738527371836,"score_gpt":0.3023695276516444,"score_spread":0.2328221423779261,"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."}}