{"id":"W2909965228","doi":"10.1097/aln.0000000000002562","title":"GABAA Receptor Theory of Perioperative Neurocognitive Disorders","year":2019,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Neurocognitive; GABAA receptor; Perioperative; Neuroscience; Psychiatry; Anesthesia; Receptor; Internal medicine; Cognition","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001491624,0.0001920768,0.0004703117,0.0001589899,0.00003467491,0.000002714552,0.0000905612,0.0001422127,0.001838616],"category_scores_gemma":[0.002053745,0.0001577737,0.0001591901,0.0001656971,0.000421065,0.00005314698,0.00003384026,0.0002362934,0.0007659471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001947684,"about_ca_system_score_gemma":0.0001092245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001730015,"about_ca_topic_score_gemma":0.00000400645,"domain_scores_codex":[0.9987553,0.0002924654,0.0002320811,0.000334577,0.0001154298,0.0002701068],"domain_scores_gemma":[0.9968992,0.0005353009,0.00009852164,0.0002289911,0.002171655,0.00006636074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008001012,0.0007147197,0.7298731,0.000280389,0.000594247,0.0001209052,0.01015423,0.000006315532,0.1644104,0.04231683,0.002383481,0.04114441],"study_design_scores_gemma":[0.005072763,0.009233638,0.8627633,0.0002691151,0.000232949,0.0002293819,0.05636038,0.00002651697,0.03319887,0.002134085,0.02987517,0.0006037887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656968,0.0001928409,0.00003496634,0.0006880848,0.0001585857,0.0007440353,0.000009937377,0.00003725011,0.03243755],"genre_scores_gemma":[0.9812235,0.0001029903,0.0001044275,0.01633054,0.00003278905,0.00003083769,0.00007289449,0.0000355051,0.002066511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1328903,"threshold_uncertainty_score":0.9990739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009074286399300725,"score_gpt":0.2460337675238876,"score_spread":0.2369594811245869,"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."}}