{"id":"W4409238484","doi":"10.29399/npa.28988","title":"NONINVASIVE EVALUATION OF PROGRESSION IN MS PATIENTS","year":2025,"lang":"en","type":"article","venue":"Nöro Psikiyatri Arşivi","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003977042,0.0004952998,0.0004351228,0.001105087,0.0002813973,0.0004839248,0.0001828364,0.0003449959,0.001567697],"category_scores_gemma":[0.001254451,0.0001127724,0.0001670673,0.0004167979,0.0001341259,0.0003246388,0.000293178,0.0003807331,0.0004121503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767785,"about_ca_system_score_gemma":0.0002007502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008885239,"about_ca_topic_score_gemma":0.001195652,"domain_scores_codex":[0.9997819,0.00006084385,0.00002686999,0.00004558572,0.00006031333,0.00002459918],"domain_scores_gemma":[0.999554,0.00008550647,0.0001551157,0.00001478944,0.0001009993,0.00008946972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009954994,0.0001674958,0.9752092,0.00008167159,0.00006400214,0.0004304473,0.0001081771,0.0001298532,0.002929134,0.00003288445,0.0003549063,0.01949665],"study_design_scores_gemma":[0.00005449631,0.001099797,0.992404,0.00004657073,0.00009101947,0.002850742,0.0001482043,0.0008328896,0.001472326,0.0001057755,0.0008808623,0.000013238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938214,0.001900133,0.0004880494,0.00006865864,0.00001441003,0.00006386299,0.0004686387,0.00005111822,0.003123629],"genre_scores_gemma":[0.9976284,0.0004184888,0.0007949391,0.00004602104,0.0000345345,0.0000513847,0.0004619228,0.000004101955,0.0005603901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001567697,"threshold_uncertainty_score":0.005244434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0672751859567669,"score_gpt":0.4259341065536893,"score_spread":0.3586589205969224,"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."}}