{"id":"W2617706798","doi":"10.3390/children4050041","title":"Respiratory Care Considerations for Children with Medical Complexity","year":2017,"lang":"en","type":"review","venue":"Children","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"","keywords":"Intensive care medicine; Medicine; Respiratory care; Health care; Respiratory system; Intensive care; Respiratory disease; Health technology; Lung; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001588077,0.0004667141,0.00181175,0.0001268718,0.0004987996,0.00005972854,0.0002773192,0.0004865564,0.000285244],"category_scores_gemma":[0.0005690164,0.000311699,0.0005342708,0.00006380644,0.000504207,0.00005230633,0.0000676666,0.0006676752,0.00005771131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007146383,"about_ca_system_score_gemma":0.001909095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006195703,"about_ca_topic_score_gemma":0.0002415763,"domain_scores_codex":[0.998067,0.00006541154,0.0004924901,0.000587917,0.0004238263,0.0003633836],"domain_scores_gemma":[0.9981372,0.0001687889,0.0003204354,0.000851509,0.0001426016,0.0003795188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001626983,0.000128625,0.002599824,0.003549292,0.0008049702,0.00001048005,0.00008057412,6.716171e-8,6.620669e-9,0.000653889,0.01138538,0.9807706],"study_design_scores_gemma":[0.002628058,0.000524991,0.02298735,0.01335662,0.002954081,0.0006086435,0.00001707899,2.523335e-7,5.975214e-7,0.0001494557,0.9562006,0.0005723012],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001115238,0.9933204,0.00003133938,0.0003274086,0.00009117819,0.003426016,0.0008403302,0.000124964,0.001726831],"genre_scores_gemma":[0.0003531033,0.9930741,0.0006852034,0.0006573898,0.001083292,0.0003370707,0.003509416,0.0001181805,0.000182246],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9801983,"threshold_uncertainty_score":0.9999335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1838983011898666,"score_gpt":0.4055515258559771,"score_spread":0.2216532246661105,"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."}}