{"id":"W2072893529","doi":"10.1016/j.resp.2005.01.002","title":"Monitoring pulse oximetry via radiotelemetry in freely-moving lambs","year":2005,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Société de Pneumologie de Langue Française","keywords":"Pulse oximetry; Plethysmograph; Pulse (music); Medicine; Anesthesia; Wakefulness; Hypoxia (environmental); Oxygenation; Heart rate; Internal medicine; Computer science; Blood pressure; Electroencephalography; Oxygen; Telecommunications; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002890366,0.0005140745,0.0006858971,0.0005722939,0.000111927,0.00001957124,0.0005816666,0.0004912562,0.00008373897],"category_scores_gemma":[0.0001123449,0.0005636361,0.0001581562,0.0006362132,0.0001925168,0.0003200437,0.0002078606,0.00104646,0.0003013269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003100458,"about_ca_system_score_gemma":0.00002826673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002002677,"about_ca_topic_score_gemma":0.00001902437,"domain_scores_codex":[0.9970173,0.0003436699,0.0006952073,0.0007305973,0.0001175117,0.001095686],"domain_scores_gemma":[0.9986057,0.0004081125,0.0001033998,0.0006626821,0.00004666897,0.0001733945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003486081,0.00004539714,0.04543176,0.00004559106,0.00004399841,0.00003848192,0.00004319035,0.004994533,0.9354658,0.00002140895,0.00006968839,0.01376531],"study_design_scores_gemma":[0.001033436,0.0003304192,0.1581028,0.00005325457,0.00002056852,0.00003592982,0.00003007261,0.0004826995,0.8340892,0.0001590655,0.004873703,0.0007888533],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938964,0.002071818,0.0004333487,0.00002875213,0.002156996,0.0002575897,0.000008190765,0.0005158625,0.0006310766],"genre_scores_gemma":[0.9963592,0.0000890777,0.0007221068,0.0003086983,0.002316612,0.00006226039,0.000005659081,0.0001246152,0.0000117799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126711,"threshold_uncertainty_score":0.9996815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132833889251014,"score_gpt":0.234100715334834,"score_spread":0.2208173264097326,"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."}}