{"id":"W2067004742","doi":"10.2310/7070.2004.03006","title":"Far Advanced Otosclerosis: Stapes Surgery or Cochlear Implantation?","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Otosclerosis; Medicine; Stapedectomy; Audiology; Cochlear implantation; Audiometry; Stapes; Otorhinolaryngology; Hearing loss; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008320559,0.0001200247,0.0004769899,0.000164303,0.00008961367,0.000007604323,0.0001251946,0.00008870296,0.0003345954],"category_scores_gemma":[0.0006475897,0.00006708757,0.0001529346,0.0001918837,0.000130126,0.0001565098,0.00002154833,0.0003735222,0.00007973745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004439557,"about_ca_system_score_gemma":0.0004750784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001838257,"about_ca_topic_score_gemma":0.00006567186,"domain_scores_codex":[0.9987524,0.0001611507,0.0005142611,0.00008061511,0.0002410158,0.0002505175],"domain_scores_gemma":[0.9981917,0.0009524665,0.0003640869,0.0001804359,0.0001710227,0.000140285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03122476,0.00198194,0.6319515,0.0008348277,0.002104508,0.01482308,0.009424739,0.001303964,0.2494923,0.002360564,0.01491657,0.03958125],"study_design_scores_gemma":[0.002467592,0.001008187,0.9615974,0.0004707987,0.0002735985,0.01656592,0.0005693469,0.000002704951,0.01119513,0.0004251303,0.005281234,0.0001429584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949424,0.0009408405,0.0003146726,0.00258408,0.0008088902,0.0001433033,0.00000306721,0.00001869781,0.0002440751],"genre_scores_gemma":[0.9925789,0.003553002,0.000614099,0.002757131,0.0002908138,0.000002728961,0.000003922017,0.00002015874,0.000179274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3296459,"threshold_uncertainty_score":0.3663585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470610988183946,"score_gpt":0.2792029194929907,"score_spread":0.2544968096111512,"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."}}