{"id":"W4200214730","doi":"10.1097/mat.0000000000001609","title":"Pediatric Extracorporeal Life Support Transport in Western Canada: Experience over 14 years","year":2021,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Stollery Children's Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Life support; Extracorporeal; Medicine; Extracorporeal membrane oxygenation; Retrospective cohort study; Referral; Cohort; Emergency medicine; Surgery; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002221184,0.0001623594,0.0002630808,0.00008963959,0.00003609017,0.00003797364,0.0002193609,0.00009576086,0.001973317],"category_scores_gemma":[0.00003077723,0.0001793331,0.00007861588,0.0002927025,0.00001134122,0.0002510873,0.00001471378,0.0005306065,0.00002053761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739382,"about_ca_system_score_gemma":0.0009222585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003636465,"about_ca_topic_score_gemma":0.1312412,"domain_scores_codex":[0.9982929,0.00003047803,0.0005573354,0.0001945921,0.0005090429,0.0004156193],"domain_scores_gemma":[0.9992307,0.0000325164,0.00006929083,0.0001977959,0.00004705622,0.0004225864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004075584,0.00002402402,0.9883553,0.00003199154,0.00002088184,0.006392218,0.0003528342,0.001536646,0.0002414442,0.00002074525,0.002330217,0.0006895743],"study_design_scores_gemma":[0.0004478699,0.00001292923,0.9824296,0.00001484587,0.00002285007,0.0005651973,0.0001222838,0.0001923586,0.0002563853,0.00003282712,0.01563866,0.0002641928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972076,0.0004928677,0.0003751649,0.000033708,0.001014535,0.00003557861,0.00001135462,0.00004142747,0.0007877666],"genre_scores_gemma":[0.998906,0.00006741007,0.0001099092,0.0003126708,0.0003786063,0.000005311295,0.00001012694,0.00003604795,0.0001739904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1276047,"threshold_uncertainty_score":0.998939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327361580118967,"score_gpt":0.218315481882539,"score_spread":0.2050418660813493,"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."}}