{"id":"W3138068415","doi":"10.1101/2021.03.11.434655","title":"Protocol-dependence of middle cerebral artery dilation to modest hypercapnia","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Robarts Clinical Trials; McMaster University","funders":"Canadian Institutes of Health Research; Children's Health Foundation; Mitacs; Canada Research Chairs","keywords":"Hypercapnia; Middle cerebral artery; Medicine; Cardiology; Anesthesia; Transcranial Doppler; Internal medicine; Ischemia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001116773,0.0003955758,0.0004728461,0.00017821,0.0001958449,0.0004451242,0.0004999938,0.000340912,0.001945805],"category_scores_gemma":[0.003328386,0.0003388541,0.0004506954,0.0001268535,0.0004361651,0.000374557,0.0004598194,0.0008262899,0.0003172888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000345429,"about_ca_system_score_gemma":0.0003500719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022184,"about_ca_topic_score_gemma":0.0009857335,"domain_scores_codex":[0.9993078,0.0002023238,0.00007419498,0.0001414475,0.0001666792,0.0001076335],"domain_scores_gemma":[0.9986252,0.0005302653,0.0002687836,0.0003400164,0.0001325549,0.0001032533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008200899,0.0004445218,0.003220098,0.0002380738,0.0001744121,0.0001776945,0.000161209,0.000996807,0.9738299,0.0002001632,0.0004011707,0.01195516],"study_design_scores_gemma":[0.0003371879,0.01949762,0.2476524,0.00007181465,0.0004246529,0.0007604365,0.0001933463,0.01015156,0.7158206,0.0004795995,0.004533334,0.0000776712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850017,0.001370096,0.008766164,0.0001347373,0.0001394513,0.000868834,0.0004848479,0.0001680582,0.003066014],"genre_scores_gemma":[0.9942383,0.0004092697,0.002756169,0.000204475,0.00005451691,0.0009014553,0.0004841287,0.00006051854,0.0008911162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001945805,"threshold_uncertainty_score":0.006509304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03572818418123612,"score_gpt":0.2562012455132019,"score_spread":0.2204730613319658,"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."}}