{"id":"W2204981334","doi":"10.2196/resprot.4562","title":"The Effect of Patient-Specific Cerebral Oxygenation Monitoring on Postoperative Cognitive Function: A Multicenter Randomized Controlled Trial","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Randomized controlled trial; Medicine; Cognition; Randomization; Anesthesia; Physical therapy; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.003697503,0.001850411,0.005573428,0.0006848478,0.0007631119,0.001852935,0.001695778,0.003614424,0.0072842],"category_scores_gemma":[0.006424501,0.0008908007,0.004391184,0.0008363979,0.001688115,0.001793602,0.0008229548,0.003653384,0.0006705125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087809,"about_ca_system_score_gemma":0.002295105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148473,"about_ca_topic_score_gemma":0.001972627,"domain_scores_codex":[0.9974362,0.001485323,0.0002659849,0.0003933966,0.0001667358,0.0002523529],"domain_scores_gemma":[0.9964404,0.0012593,0.001048514,0.0002342837,0.0003014949,0.0007160107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9905826,0.002914591,0.000499417,0.0008743218,0.001539758,0.00001983935,0.00001999947,0.0001097609,0.0002002723,0.00005283217,0.0002680706,0.002918515],"study_design_scores_gemma":[0.9711857,0.02551457,0.001091529,0.0001001949,0.001512782,0.00001249427,0.00001568157,0.0002286389,0.00007123766,0.00007963538,0.0001766109,0.00001085303],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9715536,0.01271455,0.0009183835,0.001811004,0.001593314,0.00813718,0.001101557,0.0001281749,0.002042232],"genre_scores_gemma":[0.9729392,0.004727156,0.002501904,0.002004735,0.00113299,0.01385555,0.0008874417,0.00001958792,0.001931381],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.0072842,"threshold_uncertainty_score":0.02436805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08391848973632744,"score_gpt":0.4561417456670528,"score_spread":0.3722232559307254,"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."}}