{"id":"W2905962190","doi":"10.1164/rccm.201806-1153im","title":"Transthoracic View of Extracorporeal Membrane Oxygenation Cannulae","year":2018,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Extracorporeal membrane oxygenation; Medicine; Oxygenation; Extracorporeal; Intensive care medicine; Anesthesia; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005515441,0.0001541376,0.000563067,0.0001679974,0.00004204265,0.000006453492,0.0001487772,0.00005396135,0.0002351939],"category_scores_gemma":[0.0002397024,0.0001199283,0.00007480143,0.0003034345,0.001051385,0.0001490037,0.000008295138,0.0002465709,0.000002030773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003036335,"about_ca_system_score_gemma":0.00005324482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008824456,"about_ca_topic_score_gemma":0.0000122498,"domain_scores_codex":[0.9984317,0.0001158924,0.0007043642,0.0001266647,0.0004237421,0.0001976121],"domain_scores_gemma":[0.9986337,0.0002037075,0.0001321212,0.0001494222,0.0005578805,0.0003231288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002661345,0.0000650027,0.007199148,0.001865554,0.0001870937,0.0003169933,0.004032294,0.00004337915,0.07891525,0.004847729,0.0003697385,0.9018917],"study_design_scores_gemma":[0.01199092,0.09705771,0.1362436,0.009568519,0.004980226,0.00406986,0.07558428,0.003408401,0.3414186,0.00611654,0.3052386,0.004322755],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822537,0.009705971,0.005732573,0.000320912,0.0004264685,0.00008050868,0.000009693164,0.0000324772,0.001437671],"genre_scores_gemma":[0.9985623,0.00005188652,0.0003698778,0.0004793428,0.0005114356,0.000001624947,0.000001135799,0.00002127471,0.000001150739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8975689,"threshold_uncertainty_score":0.4890535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989748625300696,"score_gpt":0.2971845050087356,"score_spread":0.2772870187557286,"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."}}