{"id":"W4414354361","doi":"10.1002/ppul.71304","title":"Pediatric Sleep‐Disordered Breathing Year in Review 2024","year":2025,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Fleurimont; Montreal Children's Hospital","funders":"","keywords":"Breathing; MEDLINE; Respiratory disease; El Niño","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":[0.0006924813,0.0006419145,0.001272784,0.003511463,0.000298423,0.001659755,0.0006945216,0.00101917,0.01870393],"category_scores_gemma":[0.002795761,0.0002918505,0.0005976221,0.00325699,0.0003256146,0.001572377,0.0007588243,0.001329949,0.006432776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006789124,"about_ca_system_score_gemma":0.003103577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00141823,"about_ca_topic_score_gemma":0.001920837,"domain_scores_codex":[0.9995847,0.0000512801,0.0001229536,0.00006632038,0.0001235007,0.00005130456],"domain_scores_gemma":[0.9980361,0.0006156187,0.0003970172,0.0000338326,0.0007044882,0.0002130059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000146183,0.00004855326,0.001740401,0.04747055,0.0002371902,0.0008361707,0.000121805,0.0001235796,0.000827395,0.001247476,0.2610556,0.6861451],"study_design_scores_gemma":[0.000020844,0.00005138773,0.003737919,0.02881083,0.0003272494,0.004768718,0.0001308923,0.00003460993,0.0002356278,0.0002785566,0.9615806,0.00002272465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002503855,0.9892865,0.00007656008,0.001175274,0.006637651,0.00001395071,0.00009774288,0.00001496169,0.002446964],"genre_scores_gemma":[0.001466606,0.9907616,0.0001489383,0.0007601305,0.005409015,0.00001107155,0.000150354,0.00000711224,0.001285131],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01870393,"threshold_uncertainty_score":0.06257093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288704621394213,"score_gpt":0.3130212897140812,"score_spread":0.3001342435001391,"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."}}