{"id":"W3198279588","doi":"10.1177/13524585211017020","title":"Slowly expanding lesions are a marker of progressive MS – No","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; NeuroRx Research (Canada)","funders":"","keywords":"Multiple sclerosis; Medicine; Pathology; Neuroscience; Psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00137871,0.0004115141,0.0004522016,0.001751868,0.0003869626,0.0009216914,0.000359896,0.0005909962,0.002511595],"category_scores_gemma":[0.004603254,0.0001993809,0.0002499567,0.0009068357,0.0005182484,0.0006897847,0.0003904836,0.0007241971,0.0004528998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002306215,"about_ca_system_score_gemma":0.0003301244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001207305,"about_ca_topic_score_gemma":0.001435286,"domain_scores_codex":[0.999383,0.0002251001,0.00007688042,0.0000915534,0.0001572868,0.00006625593],"domain_scores_gemma":[0.9942598,0.001240658,0.002900763,0.0003348303,0.0006255018,0.0006384777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004325088,0.0003187502,0.9582657,0.0002670659,0.000209981,0.001076108,0.000528223,0.0001296266,0.02006127,0.0003933588,0.0003125675,0.01411228],"study_design_scores_gemma":[0.00002464638,0.000713182,0.9937326,0.00002847974,0.0001138755,0.001782913,0.000229635,0.0001420437,0.001742255,0.0002610901,0.001219498,0.00000983389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991631,0.002043189,0.000228831,0.00009514309,0.00003243381,0.00002904682,0.0002305017,0.00001688561,0.005692961],"genre_scores_gemma":[0.9980834,0.0003520903,0.0002703463,0.00002419276,0.00004501511,0.000007410729,0.0001908054,0.000003680207,0.001023131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002511595,"threshold_uncertainty_score":0.008402109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1172337700920007,"score_gpt":0.3338459565445452,"score_spread":0.2166121864525445,"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."}}