{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001465956,0.0001196575,0.0005975371,0.0002045792,0.00009627721,0.000009909842,0.0001245127,0.00009700494,0.0005925751],"category_scores_gemma":[0.0007749239,0.00007484511,0.0003836126,0.0001949818,0.00007225027,0.0001272536,0.0000336725,0.0005208338,0.0001129422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003614975,"about_ca_system_score_gemma":0.0000551307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001556556,"about_ca_topic_score_gemma":0.000008020626,"domain_scores_codex":[0.9984757,0.0002649302,0.0006370759,0.00007747487,0.0002751338,0.0002696467],"domain_scores_gemma":[0.998082,0.001171295,0.0003017831,0.0002138834,0.00007916462,0.0001519217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001409562,0.0001349943,0.9838014,0.00003767068,0.00022308,0.002053971,0.0003314111,0.0000051747,0.002775276,0.00001233296,0.007921928,0.002561851],"study_design_scores_gemma":[0.0008293944,0.0002357516,0.9818456,0.0001761891,0.0002522944,0.007450528,0.0001317032,0.00006743111,0.001375343,0.0000367872,0.007484344,0.0001146942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913073,0.001651987,0.00005141447,0.003150966,0.001405007,0.00007907898,5.202708e-7,0.00001996775,0.002333817],"genre_scores_gemma":[0.9968863,0.0002063947,0.0001785659,0.001363044,0.000341562,8.691252e-7,8.934162e-7,0.00001934811,0.001003018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005579064,"threshold_uncertainty_score":0.6488282,"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."}}