{"id":"W2762351339","doi":"10.1093/pch/19.6.e35-167","title":"171: Implementation of A Simplified Pulse Oximetry Screening Program","year":2014,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"","keywords":"Pulse oximetry; Medicine; Protocol (science); Oxygen saturation; Emergency medicine; Pediatrics; Medical emergency; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01002512,0.0005266339,0.0006309187,0.001011177,0.001770279,0.0009825263,0.00207898,0.001134864,0.009880457],"category_scores_gemma":[0.02129031,0.0004872318,0.0009987464,0.0008399476,0.0004906352,0.0007357222,0.002325809,0.001366439,0.00214904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007030273,"about_ca_system_score_gemma":0.05308487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1719421,"about_ca_topic_score_gemma":0.2542573,"domain_scores_codex":[0.9942742,0.002043811,0.0006574148,0.0003856929,0.001936633,0.0007021709],"domain_scores_gemma":[0.9901838,0.001097658,0.0008775712,0.0006798326,0.004334609,0.002826482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001536061,0.00429569,0.04226477,0.003096815,0.0002073354,0.001282074,0.002694782,0.0009683057,0.005427957,0.0009286139,0.1410616,0.796236],"study_design_scores_gemma":[0.004826445,0.0139104,0.5336405,0.003110471,0.0008805038,0.001430198,0.002065307,0.003175049,0.006707971,0.001530272,0.4282734,0.0004494517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5568111,0.006606597,0.05208365,0.1020416,0.007405112,0.1114893,0.01353107,0.007543092,0.1424885],"genre_scores_gemma":[0.5712321,0.006021031,0.2863268,0.04363251,0.002281789,0.03442174,0.0137243,0.0005001767,0.04185964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1719421,"threshold_uncertainty_score":0.3418826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287893081281935,"score_gpt":0.2871597866243304,"score_spread":0.2742808558115111,"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."}}