{"id":"W4312128851","doi":"10.28920/dhm52.4.237-244","title":"Hypoxia signatures in closed-circuit rebreather divers","year":2022,"lang":"en","type":"article","venue":"Diving and Hyperbaric Medicine Journal","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Hypoxia (environmental); Medicine; Bailout; Anesthesia; Physical therapy; Cardiology; Psychology; Internal medicine; 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":[0.000341101,0.0002738827,0.0002356785,0.0003364368,0.0002452142,0.000230634,0.0001776265,0.000392661,0.001518],"category_scores_gemma":[0.001392375,0.0001291148,0.0000955842,0.000147775,0.0002759384,0.0002092455,0.0003642835,0.0001961886,0.0002488526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592675,"about_ca_system_score_gemma":0.0001044956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043372,"about_ca_topic_score_gemma":0.00102942,"domain_scores_codex":[0.9997942,0.00004639464,0.00001706702,0.00005387479,0.00005093559,0.00003768312],"domain_scores_gemma":[0.9992769,0.0001334939,0.0002822278,0.00004670028,0.0001300635,0.0001305678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004479137,0.0005316475,0.8343631,0.0001456388,0.00005323722,0.00140456,0.001991069,0.0004774721,0.127833,0.00003738148,0.0002133251,0.02847044],"study_design_scores_gemma":[0.00002766149,0.00437942,0.9856873,0.00001610762,0.00001870094,0.001502695,0.0006009522,0.000650435,0.006758699,0.00004772202,0.0002976915,0.00001274343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995971,0.00002701668,0.0001641157,0.000006800799,0.000001710211,0.00001045261,0.00001945776,0.00000493541,0.000168333],"genre_scores_gemma":[0.9995722,0.00001726584,0.0001759147,0.00001318018,0.000003338051,0.000008995187,0.00004220414,0.0000011962,0.0001656921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001518,"threshold_uncertainty_score":0.005078256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357083214763939,"score_gpt":0.2361614001695496,"score_spread":0.2225905680219102,"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."}}