{"id":"W2335552805","doi":"10.1097/01.ccm.0000424648.45252.ca","title":"430","year":2012,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Royal Columbian Hospital","funders":"","keywords":"Medicine; ARDS; Mechanical ventilation; Extracorporeal membrane oxygenation; Retrospective cohort study; Cohort; Surgery; Anesthesia; Internal medicine; Lung","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001044944,0.0007625445,0.000625674,0.001045614,0.00095483,0.002849503,0.001079454,0.001955656,0.5021235],"category_scores_gemma":[0.002823794,0.0001851733,0.0005551095,0.001154004,0.0004364856,0.001462051,0.001805206,0.001236986,0.3818438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009193286,"about_ca_system_score_gemma":0.002090612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002673117,"about_ca_topic_score_gemma":0.001905468,"domain_scores_codex":[0.998776,0.0002052715,0.00008502286,0.0003307067,0.0004796943,0.0001232632],"domain_scores_gemma":[0.9983815,0.0002083283,0.00009909538,0.0001330495,0.0007713263,0.0004065821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001839178,0.0002117332,0.004287591,0.0005627445,0.00002076813,0.0003237366,0.0001651907,0.000108829,0.001055168,0.008780632,0.6435844,0.3407153],"study_design_scores_gemma":[0.00002330808,0.0001037629,0.003704895,0.000215534,0.000007844142,0.0004431602,0.0001154261,0.00009426242,0.0002048114,0.001309504,0.9937686,0.0000089539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007885524,0.008313672,0.005119197,0.01465168,0.0114809,0.0006419435,0.01510367,0.001916742,0.9348866],"genre_scores_gemma":[0.0294168,0.006351784,0.004459146,0.01261998,0.004544,0.0005464015,0.01814601,0.0007245616,0.9231914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4978765,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02677331844587985,"score_gpt":0.2942177842569377,"score_spread":0.2674444658110579,"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."}}