{"id":"W4224122709","doi":"10.3410/f.739432305.793592344","title":"Faculty Opinions recommendation of Functional characterization of the dural sinuses as a neuroimmune interface.","year":2022,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Characterization (materials science); Interface (matter); Neuroscience; Medicine; Psychology; Computer science; Materials science; Nanotechnology; Operating system","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":[0.001478307,0.003718227,0.001989482,0.00322162,0.0008483819,0.003332129,0.003169047,0.003973681,0.05673597],"category_scores_gemma":[0.008526918,0.0007411866,0.002906145,0.002772843,0.0004583094,0.001547063,0.002100635,0.001902547,0.08818655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384925,"about_ca_system_score_gemma":0.002747914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02478538,"about_ca_topic_score_gemma":0.06799901,"domain_scores_codex":[0.9987562,0.0001680998,0.0001229895,0.0004267331,0.0003329647,0.0001929858],"domain_scores_gemma":[0.9970174,0.0008574779,0.0002753021,0.0006423395,0.000792744,0.0004147473],"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":[0.0001168911,0.00003645365,0.001705228,0.001062213,0.00007250745,0.00003465773,0.00001273533,0.0003238958,0.0002129792,0.0001659883,0.9915171,0.004739341],"study_design_scores_gemma":[0.000597888,0.00006348605,0.01097396,0.0009034691,0.0002226831,0.0002591238,0.00007861364,0.002453777,0.001174507,0.002014517,0.9811865,0.00007144364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003581149,0.0002972813,0.0001808327,0.0001986601,0.00009640281,0.00002639544,0.9968283,0.0008466161,0.001167446],"genre_scores_gemma":[0.001058033,0.0001756526,0.000534472,0.0001404165,0.00002776595,0.00007278137,0.9966117,0.0000876804,0.001291494],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05673597,"threshold_uncertainty_score":0.1898007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04160011109603782,"score_gpt":0.3364166648621221,"score_spread":0.2948165537660842,"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."}}