{"id":"W2109196117","doi":"10.5539/mas.v4n11p105","title":"E-health Project Examination: Introduction of an Applicable Pulse Oximeter","year":2010,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulse oximetry; Computer science; Pulse (music); Oxygen saturation; Reliability (semiconductor); The Internet; Sample (material); SIGNAL (programming language); Medicine; Medical physics; Telecommunications; Oxygen; World Wide Web; Anesthesia; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007746055,0.0003943137,0.0003094347,0.00065732,0.0001586743,0.0005649644,0.0008894975,0.00113959,0.003411441],"category_scores_gemma":[0.001781616,0.0002458878,0.0002662414,0.0003961426,0.0002798375,0.001179655,0.0007840426,0.0006641621,0.001708126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080936,"about_ca_system_score_gemma":0.0002618988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001759381,"about_ca_topic_score_gemma":0.000128913,"domain_scores_codex":[0.9992173,0.0002692766,0.0000577576,0.0001373123,0.0002911779,0.00002719392],"domain_scores_gemma":[0.9991682,0.0002370894,0.00005371223,0.00008789953,0.0003900635,0.000063067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003412595,0.0003143658,0.006343162,0.001396912,0.00005743572,0.0009265475,0.0002889368,0.001361485,0.105684,0.01179186,0.009080756,0.8624131],"study_design_scores_gemma":[0.0002458442,0.004130086,0.03378644,0.001108234,0.0004325235,0.02152512,0.0004640818,0.1252551,0.2051324,0.01085917,0.5967172,0.0003438251],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02064792,0.004733523,0.9560558,0.001315365,0.001068284,0.0005389538,0.0002128092,0.001320082,0.01410715],"genre_scores_gemma":[0.1616213,0.005680271,0.8117889,0.001191871,0.001391389,0.0006983812,0.0002657203,0.0001286955,0.0172334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003411441,"threshold_uncertainty_score":0.01141238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162080084346681,"score_gpt":0.2468560918269341,"score_spread":0.2352352909834673,"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."}}