{"id":"W2801077032","doi":"10.1186/s12883-018-1066-8","title":"Predictive value of early magnetic resonance imaging measures is differentially affected by the dose of interferon beta-1a given subcutaneously three times a week: an exploratory analysis of the PRISMS study","year":2018,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"University of British Columbia; Merck KGaA; EMD Serono; Pfizer","keywords":"Medicine; Magnetic resonance imaging; Neurochemistry; Neurology; Neurosurgery; BETA (programming language); Predictive value; Value (mathematics); Interferon beta; Nuclear medicine; Interferon; Nuclear magnetic resonance; Radiology; Internal medicine; Immunology; Statistics; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005852604,0.000509895,0.0009308485,0.0002887317,0.000154084,0.0005441381,0.0003735158,0.0004055667,0.001133587],"category_scores_gemma":[0.006853127,0.0002073727,0.001584244,0.0003197269,0.0004218706,0.0004041974,0.0006266094,0.0007326677,0.0001655336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569645,"about_ca_system_score_gemma":0.0004056523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002041519,"about_ca_topic_score_gemma":0.000197186,"domain_scores_codex":[0.9970503,0.00202433,0.0001673114,0.0003016311,0.0003204013,0.0001359898],"domain_scores_gemma":[0.9932964,0.003567668,0.001977014,0.0005351417,0.0001913504,0.0004324747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1183466,0.000872344,0.8575238,0.0001741511,0.003182156,0.0002903102,0.0001866543,0.0009763353,0.005132549,0.0000848256,0.000239842,0.01299045],"study_design_scores_gemma":[0.001724793,0.02299437,0.9704343,0.00002151148,0.001026395,0.0003467394,0.00009408227,0.001756156,0.001064944,0.0001522393,0.0003665472,0.00001801877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99918,0.0002276823,0.0001505048,0.00002141091,0.000004133203,0.00002641742,0.0001603475,0.000003384197,0.0002261185],"genre_scores_gemma":[0.9994113,0.00003441277,0.0001659412,0.0000156146,0.000007639974,0.00002299937,0.0002543135,0.00000254687,0.00008534748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005852604,"threshold_uncertainty_score":0.03095192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03785221574448887,"score_gpt":0.2892596138441315,"score_spread":0.2514073980996426,"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."}}