{"id":"W4386010264","doi":"10.12809/hkmj219260","title":"Congenital central hypoventilation syndrome in children: a Hong Kong perspective","year":2023,"lang":"en","type":"article","venue":"Hong Kong Medical Journal","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Congenital central hypoventilation syndrome; Hypoventilation; Pediatrics; Perspective (graphical); Internal medicine; Respiratory system; Artificial intelligence","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":[0.0007986218,0.0001992124,0.0002426419,0.0005294852,0.0003947478,0.0002993959,0.0005490441,0.0001366066,0.0005442629],"category_scores_gemma":[0.003628032,0.0001765896,0.0001590646,0.001351953,0.0003345622,0.0006820167,0.0001188917,0.001029697,0.0002750942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170166,"about_ca_system_score_gemma":0.0002762845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001429464,"about_ca_topic_score_gemma":0.00001948868,"domain_scores_codex":[0.9961006,0.0003117098,0.0004946166,0.0005059011,0.001783938,0.0008032395],"domain_scores_gemma":[0.9987395,0.0002138783,0.0001668411,0.0001691215,0.00005869407,0.0006519999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003171263,0.00139515,0.6909573,0.00003357985,0.00007755767,0.02795328,0.003388571,0.001960179,0.1988357,0.01620064,0.004643857,0.05423705],"study_design_scores_gemma":[0.001722581,0.0002039013,0.9752869,0.00009825661,0.00001312478,0.0075693,0.0004561042,0.008660308,0.004366196,0.001067747,0.0002272825,0.0003282907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933875,0.00003860213,0.0004881521,0.003190265,0.001335174,0.0002163624,0.000006732429,0.0001379156,0.001199363],"genre_scores_gemma":[0.9980991,0.0001216833,0.00003217973,0.0009862197,0.000322141,0.000005429093,0.000001967803,0.00002415359,0.0004070836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2843296,"threshold_uncertainty_score":0.7201117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338900835287629,"score_gpt":0.2848138981157028,"score_spread":0.2614248897628266,"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."}}