{"id":"W4293797032","doi":"10.1111/resp.14353","title":"Cryotherapy in the paediatric airway: Indications, success and safety","year":2022,"lang":"en","type":"article","venue":"Respirology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Cryotherapy; Airway; Intensive care medicine; Anesthesia; 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":[0.0003683198,0.00005562316,0.0001151388,0.000130398,0.0001347962,0.000003437505,0.00009943906,0.00003760936,0.0003443995],"category_scores_gemma":[0.00002704145,0.00003916702,0.00002488769,0.0003037232,0.00006531823,0.00001590942,0.00003334116,0.0002699479,0.000004860556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001904022,"about_ca_system_score_gemma":0.00004607859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001049533,"about_ca_topic_score_gemma":0.0000563668,"domain_scores_codex":[0.9992713,0.000189114,0.000138398,0.000138907,0.0001159589,0.0001463051],"domain_scores_gemma":[0.9996464,0.0001337937,0.00003702973,0.0001475566,0.00000599786,0.00002920994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00117661,0.0006962525,0.8765443,0.00004618143,0.00003379177,0.00009523058,0.002206097,0.00009916334,0.000216411,0.006448942,0.0188761,0.09356092],"study_design_scores_gemma":[0.001319376,0.0004541257,0.7390527,7.27742e-7,0.00001285692,0.00007555474,0.0003158924,0.00002934922,0.000002414501,0.0006793665,0.2580134,0.00004423747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553772,0.002876202,0.00001427066,0.04037005,0.00004117858,0.0002823865,0.00009492479,0.00001731073,0.0009264352],"genre_scores_gemma":[0.993418,0.0003430277,0.00002154511,0.005904379,0.00004854474,0.00009183308,0.000103289,0.000005360497,0.00006399513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2391373,"threshold_uncertainty_score":0.3770932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009261634571599,"score_gpt":0.268260231867758,"score_spread":0.258167615522042,"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."}}