{"id":"W2751001365","doi":"10.1155/2017/5947978","title":"Mechanical Circulatory Support as a Bridge to Lung Transplantation: A Single Canadian Institution Review","year":2017,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Biodiversity Monitoring Institute; University of Alberta","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Lung transplantation; Demographics; Transplantation; Circulatory system; Bridge to transplantation; Surgery; Extracorporeal; Life support; Lung; Heart transplantation; 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":[0.001017554,0.0002192113,0.0004202789,0.0004930379,0.001181353,0.0001929041,0.0003183482,0.000166061,0.001143289],"category_scores_gemma":[0.0003606066,0.0002141366,0.0002011761,0.0001382321,0.00007682699,0.000318254,0.000005861155,0.0004962127,0.0001934248],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256594,"about_ca_system_score_gemma":0.008394819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1354249,"about_ca_topic_score_gemma":0.747176,"domain_scores_codex":[0.9980807,0.0001217416,0.0005097518,0.0002991437,0.0003726672,0.0006160459],"domain_scores_gemma":[0.9951599,0.00002557815,0.000160144,0.0005195273,0.0002474625,0.003887348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008059734,0.000244931,0.4263691,0.00862354,0.001268685,0.1218946,0.00375432,0.00004142825,0.02164184,0.02442677,0.1767184,0.2142103],"study_design_scores_gemma":[0.001646396,0.0003486548,0.5110559,0.002945061,0.0005278091,0.008845463,0.00002917769,0.000004905674,0.0006408476,0.0001062069,0.4734264,0.0004231265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7989545,0.01530408,0.006615042,0.08062501,0.007738653,0.004085121,0.0006906026,0.0001613829,0.08582556],"genre_scores_gemma":[0.9310408,0.0009492204,0.001113039,0.06570683,0.0007354963,0.00002299504,0.00002985896,0.00004411216,0.000357625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6117511,"threshold_uncertainty_score":0.9997698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07713231326177425,"score_gpt":0.3582624513228497,"score_spread":0.2811301380610755,"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."}}