{"id":"W2494024485","doi":"10.1007/978-3-319-12307-3_71","title":"The Effects of Body Fluid on Cheyne–Stokes Respiration","year":2015,"lang":"en","type":"book-chapter","venue":"Springer proceedings in mathematics & statistics","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Cheyne–Stokes respiration; Respiration; Cardiology; Medicine; Anatomy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005906635,0.0005431575,0.0006131218,0.0002663528,0.00007970272,0.0001071096,0.0004430522,0.0003152243,0.000008107111],"category_scores_gemma":[0.001209449,0.0004753523,0.00007616535,0.00007491292,0.0001380928,0.0001007749,0.0001190469,0.0006669508,0.00006930602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003970753,"about_ca_system_score_gemma":0.00005265576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002471267,"about_ca_topic_score_gemma":0.000005288311,"domain_scores_codex":[0.9976327,0.000004948891,0.0008721088,0.0002974831,0.0007950636,0.0003977182],"domain_scores_gemma":[0.9980804,0.0007409873,0.000366418,0.0003225613,0.0003826032,0.0001070161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002718368,0.00006328281,0.00006138842,0.009982016,0.0002044936,0.00004460548,0.002052973,0.0001604696,0.03596254,0.9393888,0.007037167,0.005015058],"study_design_scores_gemma":[0.001100295,0.0007708757,0.00007818126,0.008757628,0.000337325,0.00001250911,0.0001959267,0.003527861,0.06960922,0.878714,0.035096,0.001800155],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.008128842,0.006162592,0.03257864,0.00004144289,0.00524756,0.004610052,0.0002932831,0.0008913342,0.9420463],"genre_scores_gemma":[0.3185302,0.01372085,0.4282973,0.0001062266,0.006953596,0.00133643,0.0001735661,0.004962983,0.2259189],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7161273,"threshold_uncertainty_score":0.9997698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674265407244801,"score_gpt":0.2382187235017113,"score_spread":0.2214760694292633,"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."}}