{"id":"W4307054534","doi":"10.1093/pch/pxac100.036","title":"37 Accessible and Specialized COVID-19 Testing for Children and Youth with Medical Complexity","year":2022,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Population; Modalities; Family medicine; Autism; Medical emergency; Pediatrics; Disease; Psychiatry; Environmental health; Pathology","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":[0.0007467919,0.0002098031,0.0001981555,0.001415607,0.0009819762,0.0007648552,0.0005419553,0.0003990261,0.004511354],"category_scores_gemma":[0.003836323,0.0002284749,0.0003245206,0.001053435,0.0005305902,0.0005180289,0.001607606,0.0005628713,0.0003212104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927259,"about_ca_system_score_gemma":0.002805738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02426908,"about_ca_topic_score_gemma":0.03711508,"domain_scores_codex":[0.998643,0.0002425033,0.0001634202,0.0001790219,0.0002593993,0.00051267],"domain_scores_gemma":[0.9965642,0.0004608573,0.001642355,0.00008554855,0.000273028,0.0009740066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001637731,0.00004198858,0.9949532,0.00002660123,0.000002602091,0.0003187778,0.0004201207,0.00001950219,0.0001198249,0.00002712463,0.0004765867,0.003577284],"study_design_scores_gemma":[0.000003155149,0.00009317874,0.9970657,0.00004146209,0.000003334174,0.0006951839,0.001307299,0.00007190139,0.0001220328,0.00001835847,0.0005751401,0.000003235731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966097,0.000242658,0.0001041431,0.0002917325,0.00001080423,0.0000960628,0.0008022066,0.00001731696,0.001825399],"genre_scores_gemma":[0.9985471,0.0002523744,0.0003188081,0.0001331342,0.00002140179,0.00009412454,0.0003507669,0.000003292596,0.000278947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02426908,"threshold_uncertainty_score":0.04825562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06943591401587118,"score_gpt":0.3449957922721006,"score_spread":0.2755598782562295,"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."}}