{"id":"W3080220369","doi":"10.1016/j.resuscitation.2020.07.035","title":"Assessing autoregulation using near infrared spectroscopy: more questions than answers","year":2020,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Autoregulation; Spectroscopy; Infrared; Infrared spectroscopy; Optics; Internal medicine; Astronomy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002002898,0.0004227888,0.0005920975,0.0003796415,0.0004323561,0.0004925444,0.0001076595,0.0007291116,0.0000302742],"category_scores_gemma":[0.0004322939,0.0004263855,0.0003630429,0.0007571526,0.0002229107,0.0006671121,0.00003772605,0.001342451,0.00005465141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006788615,"about_ca_system_score_gemma":0.0008124491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001140489,"about_ca_topic_score_gemma":0.000003643619,"domain_scores_codex":[0.9971045,0.000227292,0.0005796413,0.00067045,0.0009804323,0.0004376897],"domain_scores_gemma":[0.9983932,0.0001802475,0.000458421,0.000445835,0.0003680597,0.0001542453],"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":[0.0001934852,0.00005294721,0.007591197,0.001453468,0.0004136957,0.000747031,0.003020738,0.001555952,0.01511265,0.00005850361,0.9681676,0.001632747],"study_design_scores_gemma":[0.003575152,0.0002748051,0.3357601,0.004209835,0.003049059,0.00007581821,0.001590892,0.1464627,0.0009365723,0.00347214,0.4985543,0.002038654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1280056,0.0004181743,0.02019463,0.835155,0.007710759,0.002303492,0.0001145477,0.0009215791,0.005176251],"genre_scores_gemma":[0.2330583,0.0001209657,0.1827628,0.5014683,0.05066558,0.0001855098,0.02929184,0.0008793599,0.001567302],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4696133,"threshold_uncertainty_score":0.9998188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034443478647614,"score_gpt":0.3301653371040672,"score_spread":0.2998209023175911,"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."}}