{"id":"W3183768087","doi":"10.1097/cce.0000000000000489","title":"Awake Venovenous Extracorporeal Membrane Oxygenation for Coronavirus Disease 2019 Acute Respiratory Failure","year":2021,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Extracorporeal membrane oxygenation; Medicine; Mechanical ventilation; Anesthesia; Respiratory failure; Hypoxemia; Oxygenation; Ventilation (architecture); Interquartile range; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009278866,0.0002122856,0.0002361937,0.00007053622,0.0002210539,0.0001172997,0.0001516553,0.0001433171,0.0002814294],"category_scores_gemma":[0.0003975955,0.0002473818,0.0001612234,0.0002301894,0.00006011428,0.000494483,0.00003230336,0.0002027309,0.0001278695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290074,"about_ca_system_score_gemma":0.0002129995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001020161,"about_ca_topic_score_gemma":0.00005720444,"domain_scores_codex":[0.9985274,0.00005295511,0.0003849351,0.0003757884,0.0003007079,0.0003581904],"domain_scores_gemma":[0.998326,0.000244486,0.00002337916,0.0004476067,0.0005557245,0.0004028289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001578833,0.001011363,0.001499252,0.004897593,0.0007221412,0.002451576,0.003991766,0.02027604,0.2350238,0.6726616,0.02996693,0.02734001],"study_design_scores_gemma":[0.004734053,0.0006369264,0.01155299,0.0004560245,0.003065071,0.0001202197,0.009451514,0.04202988,0.1349216,0.04650204,0.7418938,0.004635961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2549366,0.02905146,0.67134,0.007333286,0.008569268,0.003922901,0.01499578,0.004475592,0.005375065],"genre_scores_gemma":[0.9949795,0.00001088275,0.002214415,0.0004139978,0.000372114,0.0003894655,0.001488688,0.00007639949,0.00005450952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7400429,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06012378163805016,"score_gpt":0.3210651312339909,"score_spread":0.2609413495959408,"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."}}