{"id":"W2883099048","doi":"10.1177/1352458518791683","title":"Multiple sclerosis disease progression: Contributions from a hypoxia–inflammation cycle","year":2018,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Multiple sclerosis; Hypoxia (environmental); Medicine; Inflammation; Disease; Neuroscience; Pathology; Internal medicine; Psychology; Immunology; Chemistry; Oxygen","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":[0.0005532483,0.0004083038,0.000779865,0.0006246051,0.0004959906,0.001303409,0.0003210797,0.0007327268,0.002319395],"category_scores_gemma":[0.0006271991,0.0002027386,0.0003624219,0.0002838376,0.0005251762,0.0009671393,0.0009439249,0.0008771485,0.0003373352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007135862,"about_ca_system_score_gemma":0.0007117162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007941622,"about_ca_topic_score_gemma":0.001111424,"domain_scores_codex":[0.9996594,0.000100525,0.00002146511,0.00004982436,0.00007917033,0.00008967247],"domain_scores_gemma":[0.9993899,0.000115407,0.0001524453,0.00002752812,0.0001351377,0.0001795621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006430229,0.00172765,0.07910856,0.003839486,0.0005998135,0.004678568,0.002740173,0.003372653,0.4244666,0.05469942,0.01814792,0.4001888],"study_design_scores_gemma":[0.0007075706,0.008355236,0.6492684,0.001645378,0.0007712448,0.006734956,0.003121602,0.01178907,0.07095702,0.08661346,0.1597948,0.0002411745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5960281,0.3190885,0.0196951,0.02368368,0.001783555,0.0005378978,0.001191747,0.0004733581,0.03751806],"genre_scores_gemma":[0.9348972,0.0512643,0.003736559,0.00160527,0.001303438,0.0001541698,0.0002667079,0.00003325216,0.006739136],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002319395,"threshold_uncertainty_score":0.007759154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03506694740630822,"score_gpt":0.2535463237380111,"score_spread":0.2184793763317028,"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."}}