{"id":"W4237734340","doi":"10.1002/14651858.cd012017","title":"Grommets (ventilation tubes) for recurrent acute otitis media in children","year":2015,"lang":"en","type":"article","venue":"Cochrane Database of Systematic Reviews","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Adenoidectomy; Grommet; Medicine; Otitis; Intervention (counseling); Ventilation (architecture); Noninvasive ventilation; Acute otitis media; Audiology; Pediatrics; Tonsillectomy; Anesthesia; Surgery; Mechanical ventilation","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":[0.01282514,0.001979657,0.007074399,0.006280955,0.001093647,0.002826379,0.001813835,0.002583916,0.03539769],"category_scores_gemma":[0.03674181,0.001319118,0.008218461,0.005418403,0.0009823836,0.002403577,0.002062661,0.00231294,0.001835924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005531337,"about_ca_system_score_gemma":0.01371187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005555762,"about_ca_topic_score_gemma":0.01610414,"domain_scores_codex":[0.9893622,0.004662355,0.004102504,0.0004675214,0.0009961498,0.0004093524],"domain_scores_gemma":[0.9833153,0.00888758,0.004976581,0.0004947544,0.001783249,0.0005424763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002663279,0.00006498624,0.0002871046,0.9377819,0.001993883,0.0001178408,0.0002506754,0.0002041275,0.0003852366,0.0008408651,0.009864584,0.04554548],"study_design_scores_gemma":[0.01268569,0.001270415,0.004178045,0.8594421,0.01947295,0.000306916,0.0004965733,0.0002325544,0.0008434883,0.001515131,0.09942202,0.0001340928],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"review","genre_scores_codex":[0.005371744,0.3258712,0.00254836,0.003419304,0.001880297,0.6369683,0.01426762,0.0003479851,0.009325189],"genre_scores_gemma":[0.01696481,0.2183076,0.01722401,0.002693068,0.0002937507,0.7376633,0.002501178,0.00005065013,0.004301621],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03539769,"threshold_uncertainty_score":0.118417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100689331269957,"score_gpt":0.3607181114253997,"score_spread":0.2600287801554427,"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."}}