{"id":"W4404041402","doi":"10.1097/01.pcc.0001085096.07967.d4","title":"PP161 Topic: AS15–Lung: Respiratory Support/Acute Respiratory Failure/Other: GLOBAL COMPARISON OF THE EPIDEMIOLOGY OF PROLONGED MECHANICAL VENTILATION IN PICUS","year":2024,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Alberta Children's Hospital; Alberta Hospital Edmonton; Stollery Children's Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Epidemiology; Respiratory system; Intensive care medicine; Respiratory failure; Acute respiratory failure; Emergency medicine; Ventilation (architecture); Anesthesia; 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":[0.00141105,0.0004079191,0.0005189879,0.002881421,0.0002188422,0.001162322,0.0005153742,0.0006032157,0.007207054],"category_scores_gemma":[0.003598089,0.0001661134,0.001118192,0.004012395,0.0004358335,0.001059866,0.001359135,0.0004088836,0.0007109847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002880045,"about_ca_system_score_gemma":0.0004939907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121834,"about_ca_topic_score_gemma":0.001635123,"domain_scores_codex":[0.9988525,0.0003794889,0.0002359545,0.0002159944,0.000180694,0.000135211],"domain_scores_gemma":[0.9963363,0.0004648978,0.002159328,0.000128569,0.0004050356,0.000505837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001537345,0.00001596172,0.9890793,0.0006920892,0.0003271941,0.00006769344,0.0001822791,0.00007589161,0.0001338092,0.0001220323,0.002245124,0.006904905],"study_design_scores_gemma":[0.00000972995,0.00007037036,0.9977677,0.0002033936,0.00005301898,0.0002502872,0.0002286597,0.00005971286,0.00002283317,0.00003665754,0.001293597,0.0000040276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520038,0.02528318,0.00039686,0.001488532,0.0005916655,0.00009237366,0.01630647,0.00004309808,0.003794138],"genre_scores_gemma":[0.9855974,0.005273068,0.0002855594,0.0002897682,0.0007065679,0.00009925717,0.007219674,0.00002284757,0.0005057527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007207054,"threshold_uncertainty_score":0.02411002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04425822662683676,"score_gpt":0.3646333791589122,"score_spread":0.3203751525320754,"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."}}