{"id":"W2596920015","doi":"10.1002/lary.26568","title":"Endoscope or microscope‐guided pediatric tympanoplasty? Comparison of grafting technique and outcome","year":2017,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Tympanoplasty; Medicine; Surgery; Endoscope; Perforation; Myringoplasty; Prospective cohort study; Endoscopy","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":[0.001634099,0.0002067347,0.000409417,0.0006031466,0.0001327501,0.0004523089,0.000319743,0.0004478912,0.001314906],"category_scores_gemma":[0.00755412,0.0001190622,0.0006671781,0.0007521592,0.000344667,0.0006295309,0.0002764901,0.0002696673,0.0002145866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001984155,"about_ca_system_score_gemma":0.0002828427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004191507,"about_ca_topic_score_gemma":0.0006326902,"domain_scores_codex":[0.9991748,0.0002342897,0.0001470314,0.0001449103,0.0002008781,0.00009818037],"domain_scores_gemma":[0.9924771,0.003056296,0.003547297,0.0001959967,0.0003581307,0.0003652741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.000722827,0.00006742286,0.9839898,0.0001611426,0.0001865673,0.0004382583,0.0001024318,0.00009386968,0.000318031,0.0000255563,0.00011018,0.01378389],"study_design_scores_gemma":[0.00005241071,0.002525955,0.9889143,0.0002074879,0.0002866926,0.006224086,0.0005820345,0.0003440072,0.0003809022,0.00004028641,0.0004274138,0.0000143153],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995647,0.003750865,0.0001742934,0.00004063785,0.00001927173,0.00001102536,0.0001065223,0.000002967255,0.0002474491],"genre_scores_gemma":[0.9980312,0.001474041,0.0002243566,0.00002353345,0.00003655926,0.00001130578,0.0001472907,0.000003624181,0.00004806999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001634099,"threshold_uncertainty_score":0.008642077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07963147546036661,"score_gpt":0.3850100604217357,"score_spread":0.3053785849613692,"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."}}