{"id":"W4386945825","doi":"10.1186/s40463-023-00659-0","title":"Reconsidering routine admission for children under age 3 undergoing partial tonsillectomy: A prospective study","year":2023,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Tonsillectomy; Medicine; Prospective cohort study; Pediatrics; Anesthesia; Surgery","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":[0.00057031,0.000377286,0.0005353938,0.0007993699,0.0006598432,0.0007204408,0.0003608229,0.0006472613,0.00210789],"category_scores_gemma":[0.001715176,0.0004116779,0.0009083936,0.001081313,0.00035124,0.0007428628,0.0006372158,0.0008347402,0.0003233958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004120731,"about_ca_system_score_gemma":0.0007701108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004073017,"about_ca_topic_score_gemma":0.004880288,"domain_scores_codex":[0.9994748,0.00008839532,0.00007020294,0.0001183778,0.000108469,0.0001397823],"domain_scores_gemma":[0.998698,0.0002479973,0.000604365,0.00006094772,0.0001045469,0.0002842216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001218748,0.0000648975,0.9989312,0.00001544184,0.0000134391,0.0001776934,0.00009655471,0.000007427004,0.0000471723,0.000007029399,0.00003381898,0.000483401],"study_design_scores_gemma":[0.00001221301,0.0005883095,0.9970998,0.00002047952,0.00003746508,0.0009026559,0.001020859,0.00004202823,0.00002904588,0.000008868027,0.0002327781,0.000005714015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993917,0.0002767103,0.000024261,0.00001252176,0.000005558461,0.00001619814,0.0001018223,7.717316e-7,0.0001705389],"genre_scores_gemma":[0.9991627,0.0003437747,0.00007285336,0.00003210692,0.00001574373,0.0000294712,0.0002610607,0.000001389621,0.00008099269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004073017,"threshold_uncertainty_score":0.008098662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06042634632312168,"score_gpt":0.3318220641612845,"score_spread":0.2713957178381629,"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."}}