{"id":"W4323306290","doi":"10.1117/12.2659206","title":"Near infrared spectroscopy of the central nervous system: monitoring oxygenation in the neonatal brain and in the spinal cord following traumatic injury","year":2023,"lang":"en","type":"article","venue":"","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Context (archaeology); Medicine; Intensive care medicine; Intensive care; Spinal cord injury; Traumatic brain injury; Neuroscience; Spinal cord; Psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001373591,0.0003800216,0.0003421723,0.0007664224,0.0004832653,0.001441536,0.0007704657,0.002218316,0.001497401],"category_scores_gemma":[0.001739539,0.000168434,0.0002434062,0.0006057257,0.0022646,0.002956989,0.001170428,0.003031989,0.0006430777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009940322,"about_ca_system_score_gemma":0.001087364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001612642,"about_ca_topic_score_gemma":0.002696207,"domain_scores_codex":[0.999647,0.0000873149,0.00001872229,0.00006577336,0.0001345016,0.00004666682],"domain_scores_gemma":[0.9995117,0.000182084,0.00005891615,0.00002479544,0.0001401886,0.00008225192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003154058,0.0001994283,0.005768356,0.004242612,0.00008194062,0.001442088,0.002168274,0.0007513098,0.03011909,0.04111754,0.06956512,0.8442288],"study_design_scores_gemma":[0.00004913994,0.000899947,0.0221071,0.005473259,0.0001280154,0.01287314,0.0050342,0.001448954,0.02599219,0.09489141,0.8308321,0.000270615],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01980328,0.8361759,0.01506327,0.09455033,0.009620048,0.00004805321,0.0001223772,0.000160561,0.02445631],"genre_scores_gemma":[0.1383492,0.7899424,0.01788611,0.02605344,0.01356433,0.0001122681,0.000132216,0.0001334132,0.01382671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002218316,"threshold_uncertainty_score":0.007264316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022979539975724,"score_gpt":0.3333878731443821,"score_spread":0.3131580777446249,"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."}}