{"id":"W4280602920","doi":"10.46747/cfp.6805345","title":"Tympanostomy tubes for children with acute otitis media","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tympanostomy tube; Acute otitis media; Incidence (geometry); Pediatrics; Otitis; Throat; Intensive care medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008510602,0.0001829045,0.000316763,0.000226138,0.0003583222,0.0000207156,0.0001495872,0.00004391099,0.00004602806],"category_scores_gemma":[0.0000125288,0.0001797765,0.0001190333,0.0003633038,0.00008725958,0.00008054099,0.0000233146,0.0002496227,0.00005139949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002463416,"about_ca_system_score_gemma":0.001117167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005359986,"about_ca_topic_score_gemma":0.009207741,"domain_scores_codex":[0.9986855,0.00003093856,0.0001446259,0.0003169285,0.0002706338,0.0005513086],"domain_scores_gemma":[0.9989093,0.00006268165,0.00003274109,0.0003156112,0.00006674339,0.0006129121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000421082,0.0003104822,0.1520143,0.00007027824,0.001859214,0.001748622,0.001367783,0.00004951091,0.004265979,0.005068138,0.6962026,0.1366221],"study_design_scores_gemma":[0.002262256,0.0007148958,0.7500921,0.00006790843,0.0004481843,0.00009197616,0.0007990494,0.00003470698,0.0009415467,0.0003005798,0.2437052,0.0005416199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633601,0.0005484551,0.00002088168,0.001301848,0.0008439327,0.0008972316,0.001635857,0.00008451163,0.03130719],"genre_scores_gemma":[0.9148818,0.00002123942,0.0003292211,0.08159351,0.0006874303,0.0002473303,0.001325409,0.00008150886,0.000832565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5980778,"threshold_uncertainty_score":0.8102731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076581613024333,"score_gpt":0.2115333438577801,"score_spread":0.2007675277275368,"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."}}