{"id":"W2432256302","doi":"10.1002/lary.26091","title":"The current state of pediatric drug‐induced sleep endoscopy","year":2016,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Center for Research Resources; National Institutes of Health; University of Washington","keywords":"Medicine; Standardization; Protocol (science); Medical physics; Survey research; Pediatrics; Family medicine; Psychology; Alternative medicine; Applied psychology; 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":[0.0008516935,0.0001740421,0.0002626952,0.00009540807,0.0002004279,0.00002082164,0.0004667869,0.0000220223,0.0001169054],"category_scores_gemma":[0.0003696385,0.00006827568,0.0001165855,0.0004171291,0.0002628207,0.00008814281,0.0002358138,0.000345202,0.0003913569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008851997,"about_ca_system_score_gemma":0.0001029753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000301133,"about_ca_topic_score_gemma":0.00002164451,"domain_scores_codex":[0.997931,0.0002463689,0.0003495344,0.0002528071,0.0006976744,0.0005225883],"domain_scores_gemma":[0.9979125,0.0007677026,0.0001507717,0.0007879555,0.0002327817,0.00014831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007019929,0.0001813096,0.02378198,0.0001042961,0.0001789321,0.00001267871,0.0004753391,5.144046e-7,0.08674028,0.0005285796,0.002005921,0.8852882],"study_design_scores_gemma":[0.01066608,0.001310271,0.4296484,0.0002385347,0.0006512069,0.00003694522,0.0001700575,0.0002822109,0.5051257,0.005990615,0.04522521,0.0006547481],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888926,0.002603965,0.0001347774,0.005215907,0.0005737678,0.00080152,0.00002271869,0.00004501477,0.00170971],"genre_scores_gemma":[0.9973222,0.001106909,0.00005854294,0.00005272471,0.0004379512,0.00005398866,0.000001869332,0.00003610247,0.0009296873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8846334,"threshold_uncertainty_score":0.5030232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307587221906167,"score_gpt":0.3129223483616164,"score_spread":0.2898464761425548,"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."}}