{"id":"W3037014510","doi":"10.1002/lary.28775","title":"Fetoscopic Balloon Dilation and Cricotracheal Resection for Laryngeal Atresia in <scp>CHAOS</scp>","year":2020,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Centre for Social Innovation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Balloon dilation; Balloon; Dilation (metric space); Resection; Larynx; Surgery","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":[0.0002102838,0.0001537379,0.0002583885,0.00005923307,0.0001245611,0.00002744263,0.00008373828,0.000108829,0.00001797288],"category_scores_gemma":[0.0002355007,0.0001126864,0.00005888157,0.0002748351,0.00006322122,0.0001265103,0.00003757899,0.0002842236,0.00002032795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002923232,"about_ca_system_score_gemma":0.00004783044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001245431,"about_ca_topic_score_gemma":0.0002901207,"domain_scores_codex":[0.998922,0.00006344032,0.0002422395,0.0002936453,0.0001782552,0.0003004436],"domain_scores_gemma":[0.9994195,0.0002045193,0.00005964873,0.0001365889,0.0000356376,0.0001440939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005785264,0.001758164,0.6140271,0.005922217,0.0004641665,0.0001121271,0.03630142,0.0005127962,0.1504146,0.007038439,0.06075888,0.1169048],"study_design_scores_gemma":[0.008512194,0.004535633,0.9123405,0.0002646586,0.0002533829,0.0000318078,0.002681845,0.01198467,0.008135378,0.001422221,0.04964625,0.0001915239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747973,0.001830678,0.0005422112,0.01942033,0.00009486874,0.0009508638,0.00001161564,0.00008635478,0.002265793],"genre_scores_gemma":[0.9961377,0.0002436454,0.0004376411,0.002292773,0.0003278364,0.00006365072,0.00005382283,0.00002878314,0.0004141837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2983133,"threshold_uncertainty_score":0.4595217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02821743372803398,"score_gpt":0.2700292767932053,"score_spread":0.2418118430651713,"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."}}