{"id":"W2069089983","doi":"10.1002/lary.20742","title":"Modified laser‐assisted stapedotomy","year":2009,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Markham Stouffville Hospital; University Health Network","funders":"","keywords":"Laser; Medicine; Materials science; Optics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002607718,0.0001192936,0.0002263425,0.00004572171,0.00009928639,0.0000199383,0.0001115435,0.0000650403,0.0004465321],"category_scores_gemma":[0.00008895365,0.00007411477,0.00008742991,0.0002198003,0.00005714715,0.00006573353,0.00001915433,0.0002285189,0.0004479731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001914998,"about_ca_system_score_gemma":0.00006434155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001738362,"about_ca_topic_score_gemma":0.000007549562,"domain_scores_codex":[0.9991177,0.00006319739,0.0001697504,0.0001600799,0.0002266196,0.0002627039],"domain_scores_gemma":[0.9993156,0.00008366943,0.00004393469,0.0003832913,0.00004235424,0.0001311184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002984573,0.003181227,0.08370142,0.0003102264,0.000656059,0.003541925,0.003779234,0.00008784985,0.1124382,0.0190773,0.3965222,0.3737198],"study_design_scores_gemma":[0.002237143,0.0005334287,0.9014062,0.0002128663,0.0001762313,0.0002415278,0.00009537573,0.0003290864,0.01581275,0.001211184,0.07747563,0.0002686226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9080876,0.0003554497,0.0000535141,0.007773309,0.0002749401,0.0002985384,0.000004272864,0.0001475715,0.08300483],"genre_scores_gemma":[0.981605,0.0000787624,0.0002039002,0.007060732,0.0002819753,0.000007907424,0.00002236964,0.00001354989,0.01072581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8177047,"threshold_uncertainty_score":0.5757937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383900513414822,"score_gpt":0.2766389173988828,"score_spread":0.2527999122647346,"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."}}