{"id":"W4322742930","doi":"10.3390/children10030480","title":"Current Concepts in Pediatric Obstructive Sleep Apnea","year":2023,"lang":"en","type":"editorial","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Airway obstruction; Airway; Apnea; Sleep apnea; Anesthesia; Cardiology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004590234,0.0006318193,0.001119934,0.001123668,0.00008715766,0.00005862927,0.0005961071,0.001050306,0.0001729138],"category_scores_gemma":[0.004352643,0.000607525,0.0003207776,0.001440782,0.0002557187,0.0001167732,0.0004839887,0.003935849,0.001374507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007779861,"about_ca_system_score_gemma":0.0004173443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001208805,"about_ca_topic_score_gemma":0.00003607291,"domain_scores_codex":[0.9947423,0.0001857607,0.0006969055,0.001261918,0.002066951,0.001046125],"domain_scores_gemma":[0.9967519,0.001195995,0.0002686483,0.0008605525,0.0005174833,0.0004054228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002051582,0.0002154332,0.1161853,0.0004064275,0.0002393111,0.0001352056,0.0002967242,0.000004134345,0.000005241904,0.00002256074,0.8475039,0.03478054],"study_design_scores_gemma":[0.008390571,0.0004291976,0.8312739,0.00027765,0.0007084459,0.0000171999,0.00008799394,0.00009241683,0.0000680227,0.0002915472,0.1571496,0.001213415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.046337,0.003248473,0.00001550146,0.00008387837,0.9469338,0.001629085,0.0007275665,0.0002647236,0.000759939],"genre_scores_gemma":[0.01685861,0.001002347,0.00007315414,0.000007321452,0.9777403,0.00018777,0.003567906,0.0002654657,0.0002971231],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.7150886,"threshold_uncertainty_score":0.9996376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383574455623837,"score_gpt":0.3317401648743999,"score_spread":0.3179044203181615,"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."}}