{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002702461,0.0003492478,0.000436771,0.0006268262,0.001533486,0.0005966463,0.0005226563,0.002716958,0.009110494],"category_scores_gemma":[0.003871241,0.0001972917,0.0005499558,0.0006150623,0.0007473649,0.0009011753,0.0004895915,0.002311318,0.001447108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463288,"about_ca_system_score_gemma":0.003306498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02612931,"about_ca_topic_score_gemma":0.05623476,"domain_scores_codex":[0.9995614,0.00006072053,0.00006015356,0.00003666129,0.0001496333,0.0001314001],"domain_scores_gemma":[0.9985029,0.0003219219,0.0003956868,0.00002938519,0.0002077507,0.0005425279],"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":[0.0004499702,0.0002314614,0.3750849,0.001306605,0.0001083669,0.2584578,0.00132353,0.0003872532,0.002371673,0.00114456,0.2294569,0.1296771],"study_design_scores_gemma":[0.0003407732,0.0004307712,0.2961382,0.003343748,0.0001877959,0.5746707,0.004908974,0.0007857509,0.001528847,0.001962757,0.1155894,0.0001123239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4589497,0.1241397,0.002620212,0.2449188,0.007907102,0.0007245589,0.00166702,0.0007008531,0.1583721],"genre_scores_gemma":[0.8997321,0.04260039,0.005198358,0.03742944,0.006883605,0.0001467577,0.0008156826,0.00008231254,0.007111281],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02612931,"threshold_uncertainty_score":0.05195445,"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."}}