{"id":"W4399878299","doi":"10.1002/9781119830306.ch37","title":"Respiratory Physiology and Pathophysiology","year":2024,"lang":"en","type":"other","venue":"","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Pathophysiology; Respiratory physiology; Physiology; Respiratory system; Medicine; Intensive care medicine; Internal medicine","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":[0.0005527136,0.0009451124,0.0008504369,0.001048204,0.0006740219,0.002335287,0.001016573,0.001859723,0.0140625],"category_scores_gemma":[0.0007754368,0.0002386812,0.0005840481,0.0007575719,0.001344879,0.001233865,0.0013751,0.001847938,0.006983642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009921659,"about_ca_system_score_gemma":0.001379805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001670654,"about_ca_topic_score_gemma":0.001088923,"domain_scores_codex":[0.9995185,0.0001039019,0.00005498575,0.0001008904,0.0001592547,0.00006242574],"domain_scores_gemma":[0.9997588,0.00005771323,0.00004076343,0.00001618841,0.00009153927,0.00003502962],"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":[0.0002754822,0.0002103612,0.002828613,0.008309084,0.0001289385,0.003025298,0.0007534742,0.0007230724,0.02413253,0.05351762,0.09317898,0.8129166],"study_design_scores_gemma":[0.00002731586,0.0002713434,0.007693551,0.002543507,0.000067663,0.0124545,0.0003644372,0.0003872182,0.002582578,0.01882813,0.9547331,0.00004665064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005110824,0.8797125,0.008448889,0.01032251,0.00343243,0.0001627491,0.0005834938,0.0003162974,0.09191022],"genre_scores_gemma":[0.05532767,0.854453,0.007375854,0.005295397,0.004759662,0.0002622665,0.0006801461,0.0001037529,0.07174224],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0140625,"threshold_uncertainty_score":0.04704374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0361570171165014,"score_gpt":0.2933181991161187,"score_spread":0.2571611819996173,"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."}}