{"id":"W2093687255","doi":"10.2310/7070.2005.4124","title":"Fat Graft Myringoplasty: Results of a Long-Term Follow-Up","year":2006,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Myringoplasty; Surgery; Tympanoplasty; Perforation; Cholesteatoma; Tympanic Membrane Perforation; Prospective cohort study; Hearing loss; Audiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008595799,0.0001210972,0.0005022832,0.0001798944,0.00004468706,0.000004221801,0.0001769877,0.0001146376,0.0001038484],"category_scores_gemma":[0.000325473,0.00007497794,0.000207291,0.0001650996,0.0001842214,0.00007780438,0.0000412063,0.0004078757,0.00002881314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002250833,"about_ca_system_score_gemma":0.00009155495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006302806,"about_ca_topic_score_gemma":0.0001205332,"domain_scores_codex":[0.9985096,0.0001871079,0.0007073775,0.00008550436,0.0002737039,0.0002367334],"domain_scores_gemma":[0.998428,0.0004507885,0.0005654222,0.00026197,0.0002019525,0.00009183046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004813011,0.000283998,0.9394788,0.0001039729,0.0002362742,0.001650482,0.0005615272,0.0000223454,0.04004453,0.0001889645,0.0109074,0.001708721],"study_design_scores_gemma":[0.004022255,0.0007904524,0.9719731,0.0002244989,0.0002583499,0.006302748,0.0000324893,0.000008102875,0.01512365,0.0001663364,0.00102214,0.00007585143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946903,0.0008361604,0.0001412742,0.001083925,0.001016353,0.0001198365,0.000004481344,0.000009869962,0.002097803],"genre_scores_gemma":[0.9972584,0.0002014949,0.0001354423,0.0002305403,0.0005818746,7.86228e-7,0.000005060385,0.0000159936,0.001570369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03249434,"threshold_uncertainty_score":0.3057511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01515118108031845,"score_gpt":0.2560138796499408,"score_spread":0.2408626985696223,"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."}}