{"id":"W2997782155","doi":"10.1016/j.ijporl.2020.109859","title":"Subannular ventilation tubes in the pediatric population: Clinical outcomes of over 1000 insertions","year":2020,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Cholesteatoma; Surgery; Population; Tympanic Membrane Perforation; Tympanoplasty","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":[0.0008744388,0.0001197149,0.0004504437,0.0004244626,0.0000232495,0.00001397844,0.0003454919,0.0001552269,0.0002330346],"category_scores_gemma":[0.001260137,0.0000868881,0.0003641555,0.0003667152,0.00004071652,0.0002391621,0.00004419191,0.0005293568,0.00001798222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003817657,"about_ca_system_score_gemma":0.0001819499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003886894,"about_ca_topic_score_gemma":0.000007156111,"domain_scores_codex":[0.9974818,0.000264678,0.001285781,0.0001474427,0.0006786694,0.0001416189],"domain_scores_gemma":[0.9981828,0.0006886065,0.0005180258,0.0001269588,0.0003721142,0.0001115071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002935002,0.0002980325,0.9964473,0.00002028452,0.0001008804,0.0003081175,0.0003600907,0.00002340265,0.00002472624,0.00027012,0.001611299,0.0002422856],"study_design_scores_gemma":[0.001346261,0.0003117967,0.9971963,0.000007370029,0.0002282289,0.0001698702,0.00004004938,0.00005831954,0.00001446768,0.0001025316,0.0004577497,0.00006711968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930248,0.0006499713,0.0000968578,0.003918259,0.002033276,0.0001435969,0.00001126427,0.000009012801,0.0001129561],"genre_scores_gemma":[0.993269,0.0008197338,0.0002199812,0.001607355,0.004032531,0.000002404702,0.00002093271,0.00001167741,0.00001640549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002310904,"threshold_uncertainty_score":0.3543194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03867016962281083,"score_gpt":0.345503742482552,"score_spread":0.3068335728597412,"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."}}