{"id":"W3046708653","doi":"10.1101/2020.07.30.20165332","title":"Central nervous system immune response in postinfectious hydrocephalus","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hydrocephalus; Cerebrospinal fluid; Immune system; Inflammation; Medicine; Immunology; Central nervous system; Bioinformatics; Biology; Pathology; Internal medicine; Surgery","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":[0.0003073716,0.0002173276,0.0001676091,0.0003501636,0.00015732,0.000303475,0.00009894409,0.000266859,0.003067961],"category_scores_gemma":[0.0003002323,0.00005545555,0.00008827236,0.0001815032,0.0003339273,0.0001505183,0.0002136468,0.0003348773,0.0004165292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620824,"about_ca_system_score_gemma":0.0001571849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003217164,"about_ca_topic_score_gemma":0.0002710554,"domain_scores_codex":[0.9999502,0.00001512053,0.000002826416,0.000006945498,0.0000116058,0.00001328835],"domain_scores_gemma":[0.9999088,0.00002724073,0.00002462352,0.000005714314,0.00001419669,0.00001941651],"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":[0.003204557,0.0004128132,0.1327987,0.0008313503,0.0001436464,0.00830302,0.0009199023,0.001175115,0.7645904,0.002250618,0.01057252,0.07479741],"study_design_scores_gemma":[0.0001676097,0.00127887,0.82743,0.0002365832,0.00009982507,0.01241402,0.001496125,0.003189984,0.1250136,0.007352374,0.02128579,0.00003533978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912088,0.003698733,0.001136056,0.0006358426,0.000127453,0.00002152462,0.0003955953,0.00005796885,0.00271806],"genre_scores_gemma":[0.9939275,0.001734201,0.001080285,0.0001461529,0.00009236878,0.0000270577,0.0003696722,0.00001451942,0.002608164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003067961,"threshold_uncertainty_score":0.01026338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599017725902996,"score_gpt":0.2622080892538507,"score_spread":0.2362179119948207,"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."}}