{"id":"W1583024825","doi":"10.1002/lary.23999","title":"Children with a history of prematurity presenting with snoring and sleep‐disordered breathing","year":2013,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta; University of Alberta Hospital","funders":"","keywords":"Sleep disordered breathing; Breathing; Medicine; Sleep (system call); Pediatrics; Psychology; Anesthesia; Obstructive sleep apnea; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002226165,0.0001502876,0.0002762316,0.0000750913,0.00007788165,0.00002136261,0.0001438165,0.00004570332,0.0001155113],"category_scores_gemma":[0.00005835251,0.00008282806,0.00002698798,0.0001428658,0.0003481131,0.0002190413,0.0001440045,0.0003454926,0.000009566004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000094191,"about_ca_system_score_gemma":0.000052522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001442203,"about_ca_topic_score_gemma":0.00004114412,"domain_scores_codex":[0.9988165,0.00007893013,0.0001574723,0.0002518875,0.0003956684,0.000299463],"domain_scores_gemma":[0.9991748,0.00007636633,0.0001010546,0.0004005083,0.0001458143,0.0001014312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004005681,0.0001954572,0.9720511,0.0004591866,0.0008029066,0.00001936251,0.004789436,0.00001070563,0.01317476,0.0001925104,0.0002910214,0.007612931],"study_design_scores_gemma":[0.002053984,0.0003612899,0.9922985,0.0001458824,0.0001997681,0.0002936863,0.0002439472,0.001210727,0.002839193,0.0000685753,0.0001354569,0.000148962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889901,0.001724773,0.00008514299,0.0005107947,0.00002200015,0.00110602,0.00000184316,0.00004580842,0.007513495],"genre_scores_gemma":[0.9972368,0.00001823693,0.001790963,0.00004841959,0.00007612736,0.00004998915,0.000004419173,0.00003011586,0.0007448722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02024737,"threshold_uncertainty_score":0.337763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160950473494914,"score_gpt":0.2319814362812167,"score_spread":0.2203719315462676,"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."}}