{"id":"W2523311820","doi":"10.1097/aln.0000000000001255","title":"In Cerebral Oximetry, Do We Trust?","year":2016,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02081385,0.0009730519,0.002709058,0.001987072,0.002136517,0.007465111,0.003790121,0.01886372,0.01093007],"category_scores_gemma":[0.1568698,0.0007289293,0.001151934,0.002071137,0.00876717,0.02240231,0.002661606,0.03505822,0.007727698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003205397,"about_ca_system_score_gemma":0.006313093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006557449,"about_ca_topic_score_gemma":0.009937328,"domain_scores_codex":[0.984974,0.005760521,0.002202326,0.001781956,0.00436057,0.0009207099],"domain_scores_gemma":[0.8768731,0.06447919,0.007635934,0.005116316,0.03723858,0.008656869],"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":[0.00007223113,0.00003683306,0.0009622077,0.001041715,0.00004996905,0.0003282081,0.0004380169,0.0000420439,0.00005840771,0.004381009,0.9026836,0.08990582],"study_design_scores_gemma":[0.00004368137,0.00007490315,0.001240747,0.004216834,0.00005027633,0.001400294,0.001207992,0.0001268848,0.00009621994,0.01544555,0.9759949,0.0001016319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001390285,0.05542101,0.0004223372,0.8557504,0.08657715,0.000009518397,0.00004343801,0.00003992738,0.001597268],"genre_scores_gemma":[0.005498336,0.07806496,0.001577516,0.7310948,0.179533,0.00005286447,0.00005978264,0.0001328587,0.003985882],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02081385,"threshold_uncertainty_score":0.1100754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513253539677569,"score_gpt":0.3015395124416055,"score_spread":0.2864069770448298,"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."}}