{"id":"W2907323195","doi":"10.1159/000495798","title":"Central Slab versus Whole Brain to Measure Brain Atrophy in Multiple Sclerosis","year":2018,"lang":"en","type":"article","venue":"European Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atrophy; Brain size; Medicine; Sample size determination; Nuclear medicine; Internal medicine; Magnetic resonance imaging; Radiology; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007834637,0.0003040771,0.0004625189,0.0003627722,0.0001825436,0.0000337153,0.0003818456,0.00008354165,0.000184057],"category_scores_gemma":[0.006642601,0.0002847359,0.0001285517,0.0006193297,0.0004430222,0.00007685354,0.0005167593,0.0006176018,0.001706571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007538117,"about_ca_system_score_gemma":0.00006452522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001171255,"about_ca_topic_score_gemma":0.0008556345,"domain_scores_codex":[0.9959949,0.00114469,0.0004259835,0.000815022,0.0004715689,0.001147873],"domain_scores_gemma":[0.9978904,0.0006927321,0.0000696239,0.0006932806,0.0001826494,0.0004712789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0137834,0.0004955772,0.09823229,0.00005604413,0.0001589663,0.0008325586,0.002998438,0.00008515944,0.5193016,0.00004625918,0.315701,0.04830872],"study_design_scores_gemma":[0.007740471,0.003791936,0.7756108,0.00004106245,0.00001134126,0.00001367302,0.00004268743,0.0003263878,0.001049528,0.000002166956,0.2111652,0.0002046933],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212726,0.00008167203,0.0001224774,0.06630922,0.0008080943,0.0007706126,0.00003105398,0.000162034,0.01044223],"genre_scores_gemma":[0.9838664,0.00002087007,0.0003936859,0.01372022,0.001136718,0.00002216351,0.00001556086,0.00009904376,0.0007253637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6773785,"threshold_uncertainty_score":0.9999605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093975369883362,"score_gpt":0.3002793956151656,"score_spread":0.1908818586268293,"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."}}