{"id":"W2004005204","doi":"10.2310/7070.2007.0048","title":"Management of Tympanosclerosis with Ossicular Fixation: Review and Presentation of Long-Term Results of 30 New Cases","year":2007,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tympanosclerosis; Stapedectomy; Incus; Mastoidectomy; Surgery; Cholesteatoma; Ossicles; Prosthesis; Stapes; Otosclerosis; Malleus; Tympanoplasty; Middle ear","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008096051,0.0006704965,0.0005749412,0.002517616,0.0006002343,0.0007538238,0.001119611,0.0009551224,0.0009627783],"category_scores_gemma":[0.002946058,0.0003858789,0.0007779314,0.002155004,0.0008533749,0.0008433774,0.0005258718,0.0005022285,0.000577884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006352364,"about_ca_system_score_gemma":0.0006294693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001044758,"about_ca_topic_score_gemma":0.001439732,"domain_scores_codex":[0.9991924,0.0001154091,0.0002597379,0.0001151863,0.0002147781,0.0001023934],"domain_scores_gemma":[0.997881,0.0007857767,0.0007588998,0.0001097024,0.0002190301,0.0002455211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004629779,0.0006342664,0.5834512,0.003273799,0.0006065895,0.1224695,0.002448352,0.00111792,0.004537425,0.0002631357,0.003902781,0.2768322],"study_design_scores_gemma":[0.00007875776,0.001209725,0.4957669,0.001217096,0.0004105298,0.4735421,0.001953128,0.0006209873,0.002502841,0.0001457411,0.02244562,0.0001067218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8175352,0.1771216,0.001248977,0.0003961331,0.0001855632,0.00009224636,0.000270117,0.00005089404,0.003099347],"genre_scores_gemma":[0.8764178,0.1196142,0.001385145,0.0002905565,0.0006213679,0.0001048677,0.0008066245,0.00002017299,0.0007393427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002517616,"threshold_uncertainty_score":0.004608989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604930560048447,"score_gpt":0.2958145360346052,"score_spread":0.2697652304341207,"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."}}