{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007519223,0.0003164995,0.000829077,0.0002925346,0.0005537346,0.0001216238,0.000237369,0.000152828,0.001648254],"category_scores_gemma":[0.006420049,0.0002538848,0.00053435,0.0005811396,0.0002895196,0.0002473668,0.0003335436,0.0008654728,0.0000938314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002247769,"about_ca_system_score_gemma":0.0003622274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002069188,"about_ca_topic_score_gemma":0.00002729156,"domain_scores_codex":[0.996415,0.0002839046,0.0008553437,0.0004451008,0.001235508,0.0007651077],"domain_scores_gemma":[0.995751,0.0005224529,0.0005303231,0.00051438,0.002106321,0.000575543],"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":[0.000615659,0.0009253019,0.4645345,0.0002679822,0.0006504101,0.0003940348,0.0006839838,0.00001813853,0.4933359,0.000007276421,0.0155318,0.02303498],"study_design_scores_gemma":[0.005692152,0.0002515575,0.9331558,0.003349039,0.0001251922,0.0003852153,0.001379932,0.000746331,0.05107109,0.00001511374,0.003560652,0.0002679079],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900296,0.003825056,0.0003936247,0.001989131,0.0006072125,0.0005348108,0.00007544566,0.00006655533,0.002478602],"genre_scores_gemma":[0.9822233,0.003159718,0.01255844,0.0001973086,0.0007926169,0.00005872166,0.0000158489,0.00005998766,0.0009340107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4686213,"threshold_uncertainty_score":0.9999914,"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."}}