{"id":"W2418039419","doi":"10.1097/prs.0000000000001413","title":"Chronic Otitis Media with Effusion Is Associated with Increased Risk of Secondary Speech Surgery","year":2015,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Cancer Centre; Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Myringotomy; Medicine; Effusion; Otitis; Palatoplasty; Surgery; Adenoidectomy; Tonsillectomy","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":[0.0009232335,0.0002783298,0.0005767946,0.0002293394,0.00008025586,0.00002345714,0.0001186779,0.0002252511,0.0002342144],"category_scores_gemma":[0.002970862,0.0002201798,0.0001571424,0.0003680559,0.0004957101,0.00001537444,0.0000777404,0.0002883729,0.00001445575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008645246,"about_ca_system_score_gemma":0.002059042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003836348,"about_ca_topic_score_gemma":0.0008667042,"domain_scores_codex":[0.9978492,0.0003367579,0.0003905822,0.0004927785,0.0004643349,0.0004662944],"domain_scores_gemma":[0.9954923,0.002977079,0.0003712896,0.0003374711,0.0005193324,0.0003025686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006969736,0.00007136188,0.9712963,0.00005742717,0.0005675218,0.00008231471,0.00006847403,0.00001471859,0.005027866,0.000002093963,0.002581812,0.01953316],"study_design_scores_gemma":[0.002975776,0.0009022826,0.8382098,0.001111122,0.0002738752,0.0006965448,0.0004984255,0.0001968779,0.1522086,0.0001489296,0.001660624,0.001117173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975644,0.0003327018,0.0001456111,0.00001568404,0.0003209698,0.0001640019,0.0004690716,0.00001973223,0.0009677954],"genre_scores_gemma":[0.9987295,0.0002794302,0.0001397734,0.00001724281,0.0002648181,0.00001605594,0.0004589966,0.00004376936,0.00005038086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1471807,"threshold_uncertainty_score":0.8978672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544432180392682,"score_gpt":0.2269569680948431,"score_spread":0.2115126462909163,"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."}}