{"id":"W3199865079","doi":"10.1542/peds.2020-048785","title":"Newborn Pulse Oximetry for Infants Born Out-of-Hospital","year":2021,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Health","funders":"","keywords":"Medicine; Pulse oximetry; Pediatrics; Heart disease; Confidence interval; Cohort; Cardiology; Internal medicine; 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":[0.001215818,0.0003364759,0.0004009333,0.0006743952,0.0003050408,0.0003939414,0.0003890772,0.0003557474,0.0009141467],"category_scores_gemma":[0.00639782,0.0001582905,0.0002733362,0.0003599332,0.0001913844,0.0003352747,0.000408553,0.0005169053,0.0001350644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002771312,"about_ca_system_score_gemma":0.0005718907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002251258,"about_ca_topic_score_gemma":0.003098262,"domain_scores_codex":[0.9994393,0.0001970941,0.00008262126,0.00007120647,0.000145489,0.0000643716],"domain_scores_gemma":[0.9975377,0.001028177,0.0008520929,0.00008752141,0.0002236607,0.0002707627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009597954,0.00003439476,0.9959587,0.00002297712,0.000008463492,0.0003107544,0.00004509777,0.00001947267,0.0001823565,0.000006348082,0.000076041,0.003239316],"study_design_scores_gemma":[0.00001392742,0.0006934315,0.9961034,0.0000693412,0.00002985504,0.001665579,0.0002233001,0.0004730597,0.0005151561,0.00003571633,0.0001721096,0.000005143444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985803,0.0005321561,0.0001784122,0.0001052361,0.00001958842,0.00002752551,0.0001043171,0.000007107924,0.0004453801],"genre_scores_gemma":[0.9991239,0.0002976422,0.0003364415,0.00004739652,0.00001922262,0.00001595827,0.00009749669,0.000001761476,0.0000603113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002251258,"threshold_uncertainty_score":0.006429911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04174592369263362,"score_gpt":0.3739672386833892,"score_spread":0.3322213149907555,"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."}}