{"id":"W2502507193","doi":"10.18203/2349-3259.ijct20162792","title":"Assessing the relationship between brain tissue oxygenation and neurological dysfunction in critically ill patients: study protocol","year":2016,"lang":"en","type":"article","venue":"International Journal of Clinical Trials","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"Queen's University","keywords":"Medicine; Delirium; Oxygenation; Mechanical ventilation; Intensive care unit; Etiology; Anesthesia; Cardiology; Intensive care medicine; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01286438,0.0001216929,0.0006225184,0.0002494976,0.00004324888,0.0000798565,0.0001675841,0.0001440413,0.00007743416],"category_scores_gemma":[0.7200917,0.0000598835,0.0001947214,0.0001139615,0.0001761849,0.0003826874,0.00005825382,0.0005299228,0.000009022187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005574773,"about_ca_system_score_gemma":0.0001444091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003310334,"about_ca_topic_score_gemma":0.000003298854,"domain_scores_codex":[0.9929541,0.003334828,0.002604344,0.0002047458,0.0007778904,0.0001241352],"domain_scores_gemma":[0.8515871,0.09889548,0.002564848,0.0002501609,0.04642878,0.0002736067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001496449,0.0004914858,0.8904895,0.000003904036,0.0001118074,0.00004818794,0.00004377759,3.279476e-7,0.00007240237,0.0001608591,0.0007060615,0.1063752],"study_design_scores_gemma":[0.01483075,0.00239648,0.9768487,0.000232446,0.00009535453,0.00002208513,0.000386961,0.000007435886,0.00002379719,0.002789447,0.002300188,0.0000663618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9004108,0.000003921636,0.003902949,0.07992499,0.0007597955,0.0147492,0.000006992537,0.000008518879,0.0002327871],"genre_scores_gemma":[0.9833332,0.000002336238,0.0001913089,0.01464654,0.001056123,0.0007135268,0.000003789974,0.00001198413,0.00004116982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7072273,"threshold_uncertainty_score":0.4458562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3168504971594626,"score_gpt":0.5733837316014124,"score_spread":0.2565332344419498,"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."}}