{"id":"W2126266265","doi":"10.1191/1352458504ms1028oa","title":"Primary progressive multiple sclerosis: cerebrospinal fluid considerations","year":2004,"lang":"en","type":"review","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Multiple sclerosis; Cerebrospinal fluid; Medicine; Pathological; Disease; Central nervous system; Demyelinating disease; Central nervous system disease; Pathology; Neuroscience; Psychology; Internal medicine; Immunology","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001779022,0.002329062,0.006671158,0.001673285,0.002777708,0.0012242,0.001022197,0.00132676,0.001309772],"category_scores_gemma":[0.006723174,0.001842457,0.003725346,0.001365141,0.001281374,0.0008233323,0.0009671126,0.005266508,0.0008412225],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003917268,"about_ca_system_score_gemma":0.005623354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008186542,"about_ca_topic_score_gemma":0.00004727114,"domain_scores_codex":[0.9870582,0.001055801,0.00392718,0.002017888,0.003217975,0.002722941],"domain_scores_gemma":[0.9897975,0.00202366,0.002263515,0.001853357,0.001931411,0.002130565],"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":[0.0004613524,0.002660706,0.001557663,0.03363851,0.004936493,0.0007210331,0.0005938342,0.00005335166,0.00121817,0.00003921748,0.02050073,0.933619],"study_design_scores_gemma":[0.02204805,0.001891282,0.02345674,0.3097821,0.006192766,0.007272581,0.0002859702,0.0001426167,0.0002151599,0.00009343426,0.6250351,0.003584115],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000336835,0.9899884,0.0002054261,0.0005846916,0.001413393,0.005782525,0.0006927781,0.000436933,0.0005589958],"genre_scores_gemma":[0.004092516,0.9774973,0.01223123,0.000415675,0.002950882,0.00147852,0.0004868691,0.0005357563,0.0003112828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9300348,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2327953777916335,"score_gpt":0.3595521033709321,"score_spread":0.1267567255792986,"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."}}