{"id":"W4386703670","doi":"10.1177/13524585231195861","title":"GM-CSF is a marker of compartmentalised intrathecal inflammation in multiple sclerosis","year":2023,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Occupational Cancer Research Centre; St. Michael's Hospital","funders":"","keywords":"Multiple sclerosis; Cytokine; Cerebrospinal fluid; Medicine; Granulocyte macrophage colony-stimulating factor; Immunology; Inflammation; Intrathecal; Blood–brain barrier; Colony-stimulating factor; Granulocyte; Internal medicine; Central nervous system; Biology; Haematopoiesis","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":[0.0004098618,0.0003317847,0.0002791449,0.001172615,0.0001745197,0.0003464927,0.0002110214,0.0003744697,0.001092558],"category_scores_gemma":[0.0009270943,0.0001220523,0.0001167449,0.0006577402,0.0004311878,0.0002070631,0.0002900715,0.0004504704,0.0002676637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482332,"about_ca_system_score_gemma":0.0002239378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004784867,"about_ca_topic_score_gemma":0.0005131637,"domain_scores_codex":[0.9997247,0.00006174921,0.00003084104,0.00004966498,0.000103955,0.00002914051],"domain_scores_gemma":[0.999426,0.0001345735,0.0002462709,0.00003898371,0.00009865808,0.00005557096],"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":[0.001504228,0.00007796172,0.08199591,0.0005124792,0.00008334848,0.0005328397,0.0002924536,0.0001554232,0.8936123,0.0001196136,0.0003087999,0.0208046],"study_design_scores_gemma":[0.00005993249,0.001798778,0.6507796,0.0002063149,0.0001895294,0.007348624,0.0004086653,0.001328235,0.3323992,0.0006698267,0.004783535,0.00002769471],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893064,0.00619429,0.002489162,0.00008401243,0.00003458474,0.00006071859,0.0004124441,0.00008516551,0.001333273],"genre_scores_gemma":[0.9947174,0.0007093946,0.00387308,0.00003787887,0.00002756081,0.00005708771,0.0001980774,0.000008190194,0.0003713693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001172615,"threshold_uncertainty_score":0.003654957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1785297872248042,"score_gpt":0.3206793718710953,"score_spread":0.1421495846462911,"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."}}