{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006436846,0.0001298653,0.0001902271,0.0001257802,0.0003539176,0.00002074313,0.0001912914,0.00006432491,0.000743196],"category_scores_gemma":[0.000117159,0.0001061106,0.00004717302,0.0001237244,0.00007414995,0.000005259219,0.0001551972,0.0004711425,0.00000185585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002550137,"about_ca_system_score_gemma":0.00006132974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005344683,"about_ca_topic_score_gemma":0.00002089373,"domain_scores_codex":[0.9989101,0.0001201226,0.0002244221,0.0002232509,0.0002720613,0.0002500659],"domain_scores_gemma":[0.9995825,0.0000253929,0.00008762533,0.0001433616,0.00003133716,0.0001298262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002879647,0.0004112885,0.2546069,0.00006374538,0.000351783,0.0005507179,0.005066173,0.0008833478,0.4271678,0.0008620945,0.2830614,0.02668679],"study_design_scores_gemma":[0.004533601,0.001817449,0.2280462,0.0001008284,0.0001321078,0.00149369,0.003421721,0.0001383227,0.0005509945,0.001115953,0.7580677,0.0005814204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980032,0.01194024,0.000194202,0.0008395186,0.0005444043,0.00008209699,0.000005277933,0.000008477763,0.00635379],"genre_scores_gemma":[0.994435,0.0007251567,0.00007007123,0.001008419,0.0005961293,0.00000712185,0.00001204591,0.00001622876,0.003129817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4750063,"threshold_uncertainty_score":0.8137475,"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."}}