{"id":"W4312521453","doi":"10.1007/978-3-030-88832-9_103","title":"Multiple Sclerosis","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; Queen's University","funders":"","keywords":"Multiple sclerosis; Epiphenomenon; Disease; Etiology; Pathological; Psychology; Medicine; Epistemology; Neuroscience; Pathology; Psychiatry; Philosophy","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":[0.0002731573,0.0009230254,0.0006201788,0.001197281,0.0009692559,0.001618318,0.0005594376,0.001146788,0.2108045],"category_scores_gemma":[0.0008291206,0.0003189198,0.0003110544,0.0009062181,0.0004325535,0.001132445,0.001334576,0.002136173,0.1532777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005973846,"about_ca_system_score_gemma":0.0007305598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001975278,"about_ca_topic_score_gemma":0.01010649,"domain_scores_codex":[0.9998488,0.00002726899,0.000007397151,0.00002478025,0.00007478357,0.00001694136],"domain_scores_gemma":[0.9998094,0.0000590608,0.00001165125,0.00002535746,0.00005796073,0.0000365733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001143388,0.00002109227,0.00004905352,0.000129003,0.000003422606,0.00008091177,0.00006177054,0.00004463709,0.0002731851,0.01102296,0.8440683,0.1442342],"study_design_scores_gemma":[0.000002710662,0.000007544791,0.000116666,0.0000881641,0.000001816317,0.0002526434,0.00001486318,0.00001734219,0.00004438978,0.001999503,0.9974529,0.00000144703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002434544,0.03841604,0.001391966,0.003958473,0.004325404,0.00005330563,0.0002600111,0.0003003165,0.9510511],"genre_scores_gemma":[0.0007877876,0.01153826,0.0006109547,0.001756441,0.0006736493,0.00002843492,0.0001425368,0.00004512355,0.9844169],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2108045,"threshold_uncertainty_score":0.7052113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1517606375903224,"score_gpt":0.3056444297748763,"score_spread":0.1538837921845539,"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."}}