{"id":"W4313240722","doi":"10.1002/lary.30535","title":"Pediatric Bilateral Vocal Cord Immobility: New Treatment With Preservation of Voice","year":2022,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Voice therapy; Audiology; S Voice; Cord; Medicine; Speech recognition; Psychology; Computer science; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001562105,0.0001113922,0.0002127727,0.00005602361,0.0001142502,0.000007169316,0.0001194577,0.00002265844,0.0004939372],"category_scores_gemma":[0.00001364201,0.00006402607,0.00006114891,0.0003700442,0.00003539797,0.00008075379,0.00006502678,0.0001303292,0.00002045602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007522766,"about_ca_system_score_gemma":0.0002596663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001722965,"about_ca_topic_score_gemma":0.0001392674,"domain_scores_codex":[0.9991035,0.00007085671,0.0001779097,0.0001728013,0.0003029019,0.0001720058],"domain_scores_gemma":[0.9994083,0.00005511347,0.00007917729,0.000358198,0.00003554601,0.00006364303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008732297,0.002417751,0.9268695,0.0002743077,0.0004898313,0.00009369748,0.006151131,0.0004508121,0.005171032,0.0002756404,0.01863486,0.0304392],"study_design_scores_gemma":[0.01692981,0.03828697,0.7432106,0.00005361046,0.002085038,0.0002199888,0.002745766,0.001494206,0.005414392,0.001026332,0.1879353,0.0005979582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925923,0.0006248147,0.00005589547,0.004357625,0.00006664082,0.0006456822,0.00001149596,0.00003749102,0.001608072],"genre_scores_gemma":[0.9923571,0.0001295655,0.0001988653,0.0006503988,0.0001431453,0.00006274496,0.00004914202,0.00001897229,0.006390031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1836588,"threshold_uncertainty_score":0.5408266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554125067875217,"score_gpt":0.2712014116855517,"score_spread":0.2456601610067995,"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."}}