{"id":"W1894088557","doi":"10.1002/ppul.22848","title":"Congenital central hypoventilation syndrome; Safety of early transition to non-invasive ventilation","year":2013,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Congenital central hypoventilation syndrome; Medicine; Hypoventilation; Positive airway pressure; Ventilation (architecture); Obesity hypoventilation syndrome; Psychosocial; Intensive care medicine; Anesthesia; Pediatrics; Respiratory system; Obstructive sleep apnea; Internal medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.00008748325,0.0001337609,0.0001887528,0.0003462918,0.0001196441,0.00004221463,0.0002233231,0.0001015602,0.0002179169],"category_scores_gemma":[0.000286063,0.0001387289,0.0000859147,0.0006632163,0.00007717302,0.0005239554,0.00003715893,0.0001185992,0.0004024841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004079118,"about_ca_system_score_gemma":0.00006856341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004921758,"about_ca_topic_score_gemma":0.000007243762,"domain_scores_codex":[0.9984543,0.0000953498,0.0003997117,0.0004101279,0.0002672161,0.0003733153],"domain_scores_gemma":[0.9992715,0.0001331644,0.0001743271,0.0001941581,0.00007797918,0.0001489144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001722926,0.000214099,0.01907188,0.00002995547,0.000004170736,0.0000418244,0.000696223,0.0009446298,0.9730209,0.0005934636,0.0002636701,0.004946864],"study_design_scores_gemma":[0.0007215894,0.0009127849,0.8157544,0.00000485995,0.00004318901,0.00009332575,0.00004474945,0.001668941,0.1795937,0.000660101,0.0002019207,0.0003004417],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915707,0.000009495017,0.005989709,0.000498457,0.0006339886,0.0006520748,0.00001963891,0.00005036124,0.0005755733],"genre_scores_gemma":[0.9990753,0.00003770559,0.000176705,0.0004193589,0.00009661906,0.00004025036,0.000005833298,0.00001233615,0.0001359251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7966825,"threshold_uncertainty_score":0.5657199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498953161268856,"score_gpt":0.2330148389302636,"score_spread":0.2180253073175751,"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."}}