{"id":"W4304147493","doi":"10.1101/2022.10.09.508561","title":"GABA decrease is associated with degraded neural specificity in the visual cortex of glaucoma patients","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Glutamate receptor; Neuroscience; GABAergic; Glaucoma; Glutamatergic; Visual cortex; Functional magnetic resonance imaging; Magnetic resonance imaging; Psychology; Medicine; Internal medicine; Receptor","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001382537,0.000264024,0.0002720475,0.0006462347,0.000212705,0.0002739741,0.00007256679,0.000276185,0.001775672],"category_scores_gemma":[0.0005190141,0.0001018257,0.000156703,0.0002190624,0.0002182134,0.0001862632,0.0002164375,0.0002480274,0.000137707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149129,"about_ca_system_score_gemma":0.00008600951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693547,"about_ca_topic_score_gemma":0.001895728,"domain_scores_codex":[0.9999243,0.00001149065,0.00001087168,0.00002284584,0.00001171175,0.00001877041],"domain_scores_gemma":[0.9997097,0.00002747029,0.0001621749,0.00001715676,0.00003261981,0.000050856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002699303,0.0001390131,0.9328504,0.00007958093,0.0001612731,0.001805223,0.0003792096,0.00007218249,0.05094836,0.00007999007,0.0002796919,0.01050577],"study_design_scores_gemma":[0.00001181844,0.0001900011,0.9973418,0.00000501563,0.0000307166,0.0009787987,0.0001166821,0.00009908645,0.001073317,0.00005124478,0.00009805898,0.000003507022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995022,0.0001827003,0.0000657061,0.00001937327,0.000002760121,0.000002232969,0.00006507624,0.000003242305,0.000156712],"genre_scores_gemma":[0.9997082,0.00005611775,0.00004763833,0.00001709118,0.000003358041,0.000001993999,0.00004627099,0.000001059923,0.0001182169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001775672,"threshold_uncertainty_score":0.005940259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247708071874229,"score_gpt":0.2315927388341478,"score_spread":0.2191156581154055,"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."}}