{"id":"W6921236439","doi":"10.6084/m9.figshare.26693392.v1","title":"Additional file 2 of Prognostic value of near-infrared spectroscopy regional oxygen saturation and cerebrovascular reactivity index in acute traumatic neural injury: a CAnadian High-Resolution Traumatic Brain Injury (CAHR-TBI) Cohort Study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Soft Robotics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Calgary; University of British Columbia; University of Manitoba","funders":"","keywords":"Traumatic brain injury; Index (typography); Cohort study; Cohort; Value (mathematics); Saturation (graph theory)","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006171873,0.0001730633,0.0002582832,0.0002237863,0.00005950097,0.00006264587,0.0001123763,0.0001043423,0.1508281],"category_scores_gemma":[0.0003631884,0.0001875816,0.00006414887,0.0005070916,0.00001987643,0.0001972194,0.00002205524,0.0002362794,0.0000371766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765772,"about_ca_system_score_gemma":0.0002148034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001767703,"about_ca_topic_score_gemma":0.005350944,"domain_scores_codex":[0.9989091,0.00004757209,0.0003373458,0.0002438913,0.000253091,0.0002090608],"domain_scores_gemma":[0.9990411,0.0005241867,0.00006585026,0.0002150817,0.0000557917,0.00009799249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000008257412,0.00009034608,0.000465295,0.0004082209,0.0001975318,0.000004886106,0.0004955241,0.003583533,0.0001857888,0.00004063757,0.993742,0.0007779369],"study_design_scores_gemma":[0.0001495299,0.00009979335,0.7088022,0.001176066,0.00004555695,0.000007736807,0.0000708065,0.285503,0.00005431655,0.0001918041,0.003711375,0.0001878592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1721401,0.0000374911,0.00001437013,0.00005769609,0.0000243555,0.001072648,0.8264652,0.00007669573,0.0001113406],"genre_scores_gemma":[0.727638,0.000001210517,0.0004839783,0.0000132357,0.00003191602,0.001096941,0.2706904,0.00002699388,0.00001725717],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9900306,"threshold_uncertainty_score":0.8499481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413034859712337,"score_gpt":0.2397620886251119,"score_spread":0.2256317400279885,"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."}}