{"id":"W2333675775","doi":"10.1017/s0317167100010660","title":"Brain, Cognition and MRI in MS: An Ongoing Refinement Process","year":2010,"lang":"en","type":"letter","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Cognition; Process (computing); Action (physics); Content (measure theory); Neuroscience; Computer science; Psychology; Cognitive science; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.08451257,0.00115834,0.006044943,0.006922891,0.003019437,0.008552975,0.004333362,0.01061232,0.003341582],"category_scores_gemma":[0.1434134,0.0009246203,0.002113821,0.005469511,0.01271799,0.01693815,0.004617957,0.01806354,0.001246779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008163326,"about_ca_system_score_gemma":0.01246719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01414139,"about_ca_topic_score_gemma":0.02393206,"domain_scores_codex":[0.9734477,0.01212799,0.008013492,0.001277546,0.004631592,0.0005016186],"domain_scores_gemma":[0.6708755,0.2602816,0.00663575,0.009336523,0.04959295,0.003277578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000591522,0.0004433103,0.0199186,0.01119191,0.0007274314,0.003143463,0.002725491,0.0008360138,0.001307263,0.02717002,0.09265773,0.8392872],"study_design_scores_gemma":[0.001399072,0.00165216,0.09784054,0.0481113,0.002642509,0.03198235,0.01642716,0.007774417,0.002122636,0.2529126,0.5362993,0.0008358959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007114311,0.2827569,0.005398519,0.6891651,0.01095935,0.0002994786,0.0002210421,0.0001148326,0.003970374],"genre_scores_gemma":[0.1012787,0.469073,0.04125115,0.2022953,0.1804827,0.0009484289,0.0002657096,0.0001159107,0.004289068],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08451257,"threshold_uncertainty_score":0.4469506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06943004191778537,"score_gpt":0.3321032588206754,"score_spread":0.26267321690289,"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."}}