{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001379757,0.0008447072,0.001336342,0.001510185,0.001037515,0.001276971,0.001592566,0.001044913,0.7173121],"category_scores_gemma":[0.03084427,0.0005530108,0.001279247,0.002939158,0.0002137069,0.001260851,0.0007086935,0.0009467053,0.05826638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115815,"about_ca_system_score_gemma":0.001968387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02523557,"about_ca_topic_score_gemma":0.03451446,"domain_scores_codex":[0.9991886,0.0001433838,0.0001555672,0.0002036195,0.0001679148,0.0001408504],"domain_scores_gemma":[0.984655,0.01086173,0.00120354,0.0008612857,0.00199913,0.0004193868],"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":[0.0008605447,0.0001468743,0.0168774,0.002623352,0.0002287767,0.0001182985,0.0001060701,0.0005537028,0.00008003736,0.0007314682,0.9692183,0.008455186],"study_design_scores_gemma":[0.0266629,0.001131212,0.3125342,0.009879159,0.002098532,0.001941008,0.001503642,0.006391998,0.001530628,0.01799207,0.6178758,0.0004589896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0007221791,0.00002807362,0.0001569321,0.00008850517,0.00001491258,0.0001066326,0.9980968,0.0000744313,0.0007114599],"genre_scores_gemma":[0.03909501,0.0002349593,0.003024115,0.0008128807,0.0001563066,0.006074668,0.9330543,0.0005191265,0.01702867],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9747644,"threshold_uncertainty_score":0.4032199,"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."}}