{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01416208,0.0001638473,0.0003852898,0.001845403,0.0004845859,0.002379757,0.001065885,0.0009004059,0.001977219],"category_scores_gemma":[0.05362524,0.0003041,0.0004691744,0.002049484,0.001535227,0.003169296,0.001246491,0.0007656242,0.0004035556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001874751,"about_ca_system_score_gemma":0.002798923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005067213,"about_ca_topic_score_gemma":0.006944811,"domain_scores_codex":[0.9826506,0.005080906,0.00508893,0.001926531,0.004388846,0.0008642051],"domain_scores_gemma":[0.919106,0.02912756,0.03405115,0.002185438,0.01344652,0.002083372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001199739,0.00007354959,0.8496477,0.001741874,0.0001112538,0.0003428131,0.002286205,0.0002736441,0.0005210891,0.001060799,0.001867315,0.1419538],"study_design_scores_gemma":[0.00001034844,0.0004415865,0.9553624,0.003950199,0.0001639732,0.003842236,0.01315294,0.0006344465,0.0009531235,0.0004013687,0.02104189,0.00004554083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.882525,0.0907056,0.002776451,0.01104471,0.0002738243,0.0000945773,0.001170472,0.0000485071,0.01136087],"genre_scores_gemma":[0.9739382,0.02267924,0.00157553,0.001026219,0.0001237051,0.00004022164,0.0004218431,0.000009350736,0.0001856767],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01416208,"threshold_uncertainty_score":0.07489711,"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."}}