{"id":"W199724183","doi":"","title":"Tympanocentesis results of a Canadian pediatric myringotomy population, 2008 to 2010.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Moraxella catarrhalis; Medicine; Myringotomy; Haemophilus influenzae; Streptococcus pneumoniae; Tympanostomy tube; Otitis; Pediatrics; Otorhinolaryngology; Antibiotics; Staphylococcus aureus; Population; Surgery; Microbiology; Bacteria; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004569525,0.0004250458,0.0002433665,0.001389429,0.0009266307,0.0004709133,0.0005434036,0.0002951324,0.001476806],"category_scores_gemma":[0.001828911,0.0002680256,0.0002835444,0.001570803,0.0004364444,0.0003272219,0.0003890519,0.0004021776,0.0002829603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006324128,"about_ca_system_score_gemma":0.00515498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6803318,"about_ca_topic_score_gemma":0.7458523,"domain_scores_codex":[0.9992284,0.0000279702,0.00004578143,0.0001186375,0.0003921364,0.0001871105],"domain_scores_gemma":[0.9985576,0.0000775909,0.0004494668,0.00003648489,0.000667939,0.0002109077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005790097,0.00002076055,0.9961988,0.00002013547,0.00001435485,0.0002476562,0.0001729198,0.00002801353,0.0002979181,0.000008291262,0.0003769435,0.002556239],"study_design_scores_gemma":[0.000003564076,0.00005197397,0.9988521,0.000006399865,0.00000807464,0.0004005585,0.000219343,0.00005155446,0.0001105012,0.000001790412,0.0002915916,0.000002440125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968897,0.0003261444,0.00004759081,0.00004338084,0.000006330438,0.00002313666,0.001822256,0.000009927941,0.0008316861],"genre_scores_gemma":[0.997962,0.0003022388,0.0001101531,0.000035826,0.000008273555,0.0000126274,0.001364418,0.000003344263,0.0002010181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3196682,"threshold_uncertainty_score":0.6431016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122527248493262,"score_gpt":0.221142922070304,"score_spread":0.1899176495853714,"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."}}