{"id":"W2347205452","doi":"10.1016/j.ijporl.2016.03.029","title":"International Pediatric Otolaryngology Group (IPOG) consensus recommendations: Routine peri-operative pediatric tracheotomy care","year":2016,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital; Children's Hospital of Western Ontario; London Health Sciences Centre; Western University","funders":"National Institute for Health and Care Research","keywords":"Medicine; Otorhinolaryngology; Tracheotomy; Expert opinion; Health care; MEDLINE; Intensive care medicine; Medical emergency; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019441,0.001267496,0.001568184,0.005104025,0.002468363,0.002354899,0.005206752,0.008134156,0.004783878],"category_scores_gemma":[0.04650345,0.0007213521,0.003988278,0.002623078,0.001357727,0.001629929,0.00376404,0.009545242,0.002150763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003945478,"about_ca_system_score_gemma":0.02737278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02378335,"about_ca_topic_score_gemma":0.03589405,"domain_scores_codex":[0.9848413,0.003623025,0.005069288,0.000948068,0.004248561,0.001269768],"domain_scores_gemma":[0.9470801,0.01059756,0.006140852,0.0009003409,0.0295786,0.005702362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002608944,0.0006011735,0.0358412,0.007308338,0.0005363096,0.00200936,0.001170749,0.002580518,0.002153513,0.006795383,0.5655726,0.37517],"study_design_scores_gemma":[0.0005190385,0.0004873866,0.07978076,0.06300096,0.001576404,0.004975116,0.005514503,0.002749317,0.003863011,0.009914115,0.8272869,0.0003325081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02573865,0.1381503,0.0510401,0.6340637,0.04385306,0.003395591,0.006176378,0.001202811,0.09637946],"genre_scores_gemma":[0.1811253,0.1423435,0.4563097,0.1643438,0.01217917,0.006936842,0.01524418,0.0005795829,0.02093798],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02378335,"threshold_uncertainty_score":0.1028151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477506411716045,"score_gpt":0.3000741902989564,"score_spread":0.285299126181796,"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."}}