{"id":"W4394622714","doi":"10.1002/ppul.27008","title":"Weaning strategies for children on home invasive mechanical ventilation","year":2024,"lang":"en","type":"review","venue":"Pediatric Pulmonology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Mahidol University","keywords":"Medicine; Weaning; Mechanical ventilation; Continuous positive airway pressure; Work of breathing; Airway; Fraction of inspired oxygen; Anesthesia; Intensive care medicine; Ventilation (architecture); Positive airway pressure; Pediatrics; 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":[0.000270507,0.0003635102,0.0002866438,0.0006981811,0.0003583111,0.0004441674,0.0002646473,0.000386504,0.001474063],"category_scores_gemma":[0.0008775702,0.00007220385,0.0006920799,0.0004306497,0.0001238801,0.0004505631,0.0003926773,0.0005267168,0.0001819468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004376057,"about_ca_system_score_gemma":0.0006120242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008992417,"about_ca_topic_score_gemma":0.001417013,"domain_scores_codex":[0.9998254,0.00004976353,0.00004895386,0.00001483402,0.00003165474,0.00002926703],"domain_scores_gemma":[0.9997938,0.00005238861,0.00007701133,0.000003852054,0.00003815269,0.00003478536],"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":[0.001010061,0.0006116612,0.1534193,0.01575427,0.0004825118,0.03147655,0.002613565,0.001131669,0.009074653,0.00205337,0.01147169,0.7709007],"study_design_scores_gemma":[0.0005354729,0.005721969,0.5351315,0.0351675,0.003001156,0.1178515,0.01861999,0.002992082,0.02049321,0.005107224,0.2551497,0.0002287197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5175021,0.4582065,0.00435486,0.004295175,0.0007944347,0.0003637432,0.0006818757,0.00009116364,0.01371016],"genre_scores_gemma":[0.8188568,0.1680639,0.007705259,0.001520509,0.0004042335,0.0003074991,0.0009250526,0.00001770014,0.002199025],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001474063,"threshold_uncertainty_score":0.004931211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09913310807238052,"score_gpt":0.4282170193410174,"score_spread":0.3290839112686368,"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."}}