{"id":"W4394799087","doi":"10.1097/pcc.0000000000003520","title":"Mechanical Ventilation and Outcomes of Children Who Undergo Ventricular Assist Device Placement: 2014–2020 Linked Analysis From the Advanced Cardiac Therapies Improving Outcomes Network and Pediatric Cardiac Critical Care Consortium Registries","year":2024,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interquartile range; Mechanical ventilation; Incidence (geometry); Ventricular assist device; Emergency medicine; Internal medicine; Heart failure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002492707,0.000265972,0.0004083176,0.002616883,0.0003888171,0.0009912754,0.000800783,0.0004700804,0.0009984076],"category_scores_gemma":[0.005048227,0.0003486975,0.0008792756,0.004634957,0.0002633074,0.0005688716,0.001359181,0.0006602816,0.0002047203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378093,"about_ca_system_score_gemma":0.001702971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08294093,"about_ca_topic_score_gemma":0.07804635,"domain_scores_codex":[0.998417,0.0004071474,0.0002268492,0.0003408059,0.000352066,0.0002560653],"domain_scores_gemma":[0.9944038,0.0007744893,0.003085514,0.0004488033,0.000834628,0.0004526951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005617342,0.000009500423,0.9989406,0.0000109526,0.000112145,0.00001451634,0.00002178278,0.00008623157,0.00002190337,0.00002400271,0.0002966938,0.0004055844],"study_design_scores_gemma":[0.00001595857,0.00003166318,0.9985937,0.0000181443,0.0001140523,0.00008198006,0.0001331252,0.0004978133,0.00003612888,0.00001782067,0.0004552314,0.000004293445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982515,0.0004556564,0.0002354664,0.0001063367,0.00001003436,0.00003076024,0.01598545,0.00001353984,0.0006477897],"genre_scores_gemma":[0.9800014,0.0004048912,0.0003010641,0.00005922664,0.00001998227,0.00007963023,0.01892418,0.000006983653,0.0002027092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08294093,"threshold_uncertainty_score":0.1649163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00898665070461214,"score_gpt":0.2663686498490094,"score_spread":0.2573819991443973,"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."}}