{"id":"W3133818324","doi":"10.22462/01.03.2021.1","title":"Physiologic and biochemical rationale for treating COVID-19 patients with hyperbaric oxygen","year":2021,"lang":"en","type":"article","venue":"Undersea and Hyperbaric Medicine","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hyperion Technologies (Canada)","funders":"","keywords":"Medicine; Intensive care medicine; Hypoxia (environmental); Population; Proinflammatory cytokine; Hypoxemia; Immune system; Immunology; Inflammation; Anesthesia; Oxygen","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":[0.0009702617,0.0003961486,0.0004760671,0.0004531123,0.0007863835,0.001239638,0.0008388195,0.001558918,0.00271911],"category_scores_gemma":[0.00124813,0.0001476024,0.0007634455,0.0002227018,0.0009852593,0.0006677093,0.0006732646,0.002880782,0.0008118848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104607,"about_ca_system_score_gemma":0.001625989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007409447,"about_ca_topic_score_gemma":0.001114586,"domain_scores_codex":[0.9994493,0.0001847041,0.00007820922,0.00008127092,0.0001190144,0.0000874803],"domain_scores_gemma":[0.9995458,0.000078982,0.00009188805,0.00002707803,0.0001321517,0.0001241169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.008771765,0.009088891,0.09264497,0.006206357,0.0005442377,0.01987046,0.001633211,0.002927028,0.134282,0.09656187,0.0690845,0.5583847],"study_design_scores_gemma":[0.003130931,0.02443219,0.1192781,0.007614308,0.001214236,0.05834045,0.003410637,0.005316493,0.08838091,0.04213478,0.6463351,0.0004118533],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3201281,0.2528885,0.04708554,0.2042976,0.01487026,0.00452971,0.001016601,0.0006642263,0.1545195],"genre_scores_gemma":[0.8497825,0.05490179,0.04375986,0.02764998,0.007650168,0.002214601,0.0005811685,0.00005825271,0.01340173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00271911,"threshold_uncertainty_score":0.009096324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03243882841409856,"score_gpt":0.2874492902217534,"score_spread":0.2550104618076549,"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."}}