{"id":"W4306754741","doi":"10.33590/emjrespir/10144183","title":"Home Mechanical Ventilation in Children: Experience of Paediatric Pulmonology Divisions in Istanbul","year":2022,"lang":"en","type":"article","venue":"EMJ Respiratory","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Mechanical ventilation; Medicine; Ventilation (architecture); Pulmonology; Intensive care medicine; Respiratory failure; Population; Emergency medicine; Internal medicine","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":[0.0004174986,0.0003398737,0.0003239617,0.0005233158,0.0009090586,0.0005830531,0.0003714725,0.0004238175,0.002052225],"category_scores_gemma":[0.0009398059,0.0002929765,0.0002840136,0.0008770788,0.0006087477,0.000498875,0.0009246273,0.0005740952,0.0002130514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491366,"about_ca_system_score_gemma":0.001332062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008235327,"about_ca_topic_score_gemma":0.02153144,"domain_scores_codex":[0.9995214,0.0001220588,0.00004373795,0.00004674548,0.00007037105,0.0001956339],"domain_scores_gemma":[0.9994226,0.00008849562,0.0001933248,0.00001460261,0.00004979356,0.0002312642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001278037,0.0002993469,0.9663023,0.0002050421,0.00002611427,0.01115968,0.007404573,0.0001360497,0.0007103723,0.0001962412,0.001080182,0.01235222],"study_design_scores_gemma":[0.0000160835,0.0008812068,0.9471216,0.0001563645,0.00002833001,0.01996878,0.02663266,0.0001149382,0.0003996484,0.0000783861,0.004576119,0.00002587792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983336,0.0008132629,0.00004483003,0.000160053,0.00001392227,0.00001446961,0.00007125139,0.000002418663,0.0005462557],"genre_scores_gemma":[0.9974357,0.001823182,0.0001293316,0.0001339478,0.00002335205,0.00001467986,0.00007645781,0.000002794393,0.0003605174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008235327,"threshold_uncertainty_score":0.01637483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940009293712265,"score_gpt":0.2829995926343157,"score_spread":0.2635994996971931,"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."}}