{"id":"W2086091228","doi":"10.2310/7070.2002.19196","title":"Hearing Outcome Following Laser-Assisted Stapes Surgery","year":2002,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Otosclerosis; Stapes surgery; Surgery; Laser; Laser surgery; Stapes; Microtrauma; Sensorineural hearing loss; Bone conduction; Hearing loss; Audiology; 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":[0.0004663301,0.0003113986,0.000628185,0.0008824958,0.0005685271,0.0004387017,0.000219603,0.0003499043,0.001188191],"category_scores_gemma":[0.003287777,0.0001486958,0.0004282354,0.0004648912,0.0005669551,0.0003856534,0.0005132774,0.0003339425,0.0002796857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000302788,"about_ca_system_score_gemma":0.0001950127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187971,"about_ca_topic_score_gemma":0.001221379,"domain_scores_codex":[0.9994749,0.00006932667,0.0000689876,0.00004548536,0.000149789,0.0001914789],"domain_scores_gemma":[0.9983058,0.000466672,0.000626715,0.00009571384,0.0002157054,0.0002893256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005853337,0.001047188,0.8794966,0.0002025049,0.0004844252,0.01724447,0.00129264,0.001519949,0.02322139,0.00009376219,0.0005012059,0.06904265],"study_design_scores_gemma":[0.00008672921,0.006021538,0.9714695,0.0000204577,0.0001640331,0.01756393,0.0006198987,0.000453333,0.003017604,0.00008723489,0.0004551494,0.0000406263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994294,0.0002308946,0.00005998574,0.00001104793,0.000007704669,0.000002869545,0.00003677554,0.000004256586,0.0002169582],"genre_scores_gemma":[0.999712,0.00007077272,0.00002515655,0.000008575475,0.0000102663,0.000002699611,0.00006743121,0.000001325129,0.0001017097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001188191,"threshold_uncertainty_score":0.003974915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06936596566429853,"score_gpt":0.2889774105424731,"score_spread":0.2196114448781745,"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."}}