{"id":"W1976186501","doi":"10.1080/10903120090941425","title":"J USTIFICATION OF P ULSE O XIMETER C OSTS FOR P ARAMEDIC P REHOSPITAL P ROVIDERS","year":2000,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Pulse oximetry; Demographics; Oxygen; Supplemental oxygen; Anesthesia; Emergency medicine; Oxygen delivery; Pulse (music); Telecommunications; Demography","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":[0.001136877,0.0002526736,0.0002502433,0.0004756688,0.0003700083,0.0007926649,0.0005794535,0.0004536449,0.05826014],"category_scores_gemma":[0.01365197,0.0001721357,0.0005041055,0.0003023104,0.0002127877,0.00044657,0.0007121454,0.0006899827,0.005747614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004624958,"about_ca_system_score_gemma":0.001760146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001837914,"about_ca_topic_score_gemma":0.002505962,"domain_scores_codex":[0.9984553,0.000640931,0.0001645851,0.0001167697,0.0004288844,0.000193572],"domain_scores_gemma":[0.9935908,0.00197676,0.002088168,0.0003387637,0.0005988485,0.001406577],"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":[0.01253376,0.004627324,0.08781756,0.001842239,0.0003874171,0.0007204582,0.0002035597,0.0009207418,0.003806934,0.001998375,0.2358954,0.6492463],"study_design_scores_gemma":[0.02050018,0.04254537,0.4234833,0.002941882,0.0009782182,0.004802556,0.001321203,0.007474471,0.01094582,0.002167433,0.4826556,0.0001839599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8082652,0.01065761,0.005840349,0.02150796,0.00366602,0.002168128,0.009623733,0.0008039189,0.137467],"genre_scores_gemma":[0.9464609,0.005957688,0.005832905,0.005606303,0.002000503,0.0009452822,0.003382101,0.00008822994,0.02972609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05826014,"threshold_uncertainty_score":0.1948996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006681583124442415,"score_gpt":0.2199155868499368,"score_spread":0.2132340037254944,"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."}}