{"id":"W1990871864","doi":"10.1007/s00246-007-9105-z","title":"Reliability of a Single Pulse Oximetry Reading as a Screening Test for Congenital Heart Disease in Otherwise Asymptomatic Newborn Infants: The Importance of Human Factors","year":2007,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Pulse oximetry; Medicine; Asymptomatic; Heart disease; Pediatrics; Cardiology; Surgery; Anesthesia","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":[0.01812804,0.0004747275,0.0005438106,0.0007884631,0.0003721528,0.001041022,0.0008296026,0.001154332,0.0005901991],"category_scores_gemma":[0.1234857,0.0003368231,0.000520121,0.000633852,0.001366563,0.0009751887,0.0004819076,0.001226927,0.0003481899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003222208,"about_ca_system_score_gemma":0.0006276847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002283085,"about_ca_topic_score_gemma":0.002607943,"domain_scores_codex":[0.982777,0.009042331,0.00185094,0.001452189,0.004450721,0.0004267577],"domain_scores_gemma":[0.7071277,0.2445246,0.01683241,0.01536801,0.01439791,0.001749352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004126991,0.00004685299,0.9896538,0.00003440811,0.0001184704,0.0001221828,0.0004296263,0.0002735418,0.0009825721,0.0001163016,0.0001813198,0.00762817],"study_design_scores_gemma":[0.00001215481,0.0008298615,0.990365,0.00004122085,0.0001181536,0.001062739,0.000250967,0.004628885,0.001785924,0.0002039992,0.0006777248,0.0000234109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891346,0.001358881,0.004881888,0.0002947506,0.0002113361,0.00003287345,0.0001582644,0.00004291036,0.003884617],"genre_scores_gemma":[0.998679,0.000103964,0.0009179047,0.00005894565,0.00006267633,0.000008797098,0.00005864421,0.00001406665,0.00009610338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01812804,"threshold_uncertainty_score":0.09587139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322815756192388,"score_gpt":0.2552031377873706,"score_spread":0.2419749802254468,"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."}}