{"id":"W2039156271","doi":"10.1371/journal.pone.0057881","title":"Cerebral Oxygen Saturation: Graded Response to Carbon Dioxide with Isoxia and Graded Response to Oxygen with Isocapnia","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba","funders":"University of Toronto","keywords":"Hypocapnia; Carbon dioxide; Anesthesia; Saturation (graph theory); Oxygen tension; Oxygen; Hyperventilation; Medicine; Oxygen saturation; Chemistry; Hypercapnia; Mathematics; Acidosis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003812872,0.0003150403,0.0005387273,0.0002710165,0.00009893018,0.0000977568,0.0001323552,0.0001096255,0.00004442019],"category_scores_gemma":[0.0004511164,0.000228535,0.00003340845,0.0004904711,0.000129383,0.0001489698,0.000069598,0.0003374171,0.00006212123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001479941,"about_ca_system_score_gemma":0.000127179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00027155,"about_ca_topic_score_gemma":0.00003809618,"domain_scores_codex":[0.9978648,0.0002096216,0.0002808021,0.0005610691,0.0005855302,0.0004981375],"domain_scores_gemma":[0.9982764,0.0001886472,0.00006009221,0.0006183431,0.0002415253,0.0006150011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02414797,0.0005030584,0.006882377,0.00005987073,0.0001902723,0.00006797897,0.001110804,3.824115e-7,0.9660102,0.00005522678,0.0009131291,0.00005880987],"study_design_scores_gemma":[0.002860541,0.01051886,0.3660505,0.001044073,0.0004076594,0.0001118543,0.0003458035,0.0001899085,0.6171975,0.0002379022,0.0003824535,0.0006529375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482483,0.00007307716,0.0001222851,0.04912034,0.00001080475,0.001640728,0.000005551532,0.0004175244,0.0003614104],"genre_scores_gemma":[0.9324408,0.000007960085,0.06063832,0.00286879,0.00009561557,0.0002738042,0.000008778674,0.00007163511,0.003594285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3591682,"threshold_uncertainty_score":0.9319386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878982147701861,"score_gpt":0.2451179296216978,"score_spread":0.2263281081446792,"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."}}