{"id":"W2584264389","doi":"10.11575/prism/27946","title":"Sustained Hypoxia: Respiratory Muscles and Ventilation","year":2015,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Hypoxia (environmental); Respiratory system; Ventilation (architecture); Medicine; Respiration; Anesthesia; Chemistry; Internal medicine; Oxygen; Anatomy; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001927849,0.0001620028,0.0002361637,0.0003318567,0.0002478046,0.00003438201,0.0003017917,0.0001992968,0.00006129075],"category_scores_gemma":[0.0003051785,0.0002011271,0.00007810935,0.0002352283,0.0001893944,0.0003650889,0.00008740511,0.0002256514,0.00002042315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004694414,"about_ca_system_score_gemma":0.000202094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004134066,"about_ca_topic_score_gemma":0.00002545147,"domain_scores_codex":[0.9986078,0.00011721,0.0001479514,0.0004520512,0.0004923526,0.0001826906],"domain_scores_gemma":[0.9991613,0.00006187938,0.0002914511,0.0002228703,0.0001130359,0.0001494801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006059998,0.0001434037,0.0001338049,0.0002352212,0.000009785146,0.0002162911,0.003454897,0.00000108116,0.4600994,0.004892908,0.004569929,0.5256373],"study_design_scores_gemma":[0.01015946,0.002321604,0.1224308,0.0005860112,0.0006218115,0.00003642531,0.008328715,0.02386417,0.2271983,0.02096229,0.5797783,0.003712146],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617348,0.0001844194,0.001264128,0.0001083543,0.0004505971,0.000361242,0.000001446748,0.00008526395,0.03580971],"genre_scores_gemma":[0.9274818,0.000484423,0.002888572,0.0007547844,0.00007696564,0.000002282438,0.0001044902,0.00008722066,0.06811945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5752084,"threshold_uncertainty_score":0.8201723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558368066955576,"score_gpt":0.2467667482079891,"score_spread":0.2211830675384334,"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."}}