{"id":"W2947354218","doi":"","title":"Extracorporeal lung support technologies - bridge to recovery and bridge to lung transplantation in adult patients: an evidence-based analysis.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extracorporeal; Lung transplantation; Bridge (graph theory); Medicine; Lung; Bridge to transplantation; Intensive care medicine; Transplantation; Artificial lung; Surgery; Internal medicine; Anesthesia; Heart transplantation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007046731,0.0002083648,0.0004382054,0.0008965232,0.0000541218,0.00005493719,0.0001392184,0.0001658724,0.0000177352],"category_scores_gemma":[0.0004781644,0.0001860672,0.0001010047,0.0009860494,0.00004734691,0.0004170886,0.00001235697,0.0002731357,0.000002565156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006912855,"about_ca_system_score_gemma":0.0000570198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005533908,"about_ca_topic_score_gemma":0.00311444,"domain_scores_codex":[0.9981921,0.00007519097,0.000473798,0.0005098877,0.0003279741,0.0004210089],"domain_scores_gemma":[0.9988809,0.0002590391,0.00009074224,0.0003490675,0.0001490095,0.0002712651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007764237,0.0001046782,0.8423278,0.0001801611,0.00006742433,0.00005359688,0.0003555719,0.00003525493,0.0004286269,0.0000426721,0.00009344447,0.1555344],"study_design_scores_gemma":[0.001416864,0.0001535739,0.9947324,0.00007513565,0.0006805564,0.00001146725,0.00003259843,0.0002026703,0.002403307,0.0000235537,0.00004964612,0.00021827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835246,0.0000327561,0.01169837,0.002458541,0.0002171293,0.001667493,0.0001359757,0.0001746908,0.00009043983],"genre_scores_gemma":[0.9869241,0.0001428097,0.01048045,0.001196345,0.00005005674,0.0008473256,0.0002851374,0.00002140339,0.00005241546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1553161,"threshold_uncertainty_score":0.75876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03337437985806067,"score_gpt":0.3087049400282824,"score_spread":0.2753305601702217,"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."}}