{"id":"W4394690159","doi":"10.1007/s00134-024-07333-7","title":"Head-to-toe bedside ultrasound for adult patients on extracorporeal membrane oxygenation","year":2024,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Ultrasound; Cannula; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004527835,0.0003983363,0.0004971651,0.001171681,0.0002059966,0.0006370971,0.0004356655,0.0009457943,0.00395926],"category_scores_gemma":[0.001913193,0.0001246251,0.0005103783,0.0006994621,0.0003736018,0.0008117406,0.0005021385,0.001106204,0.001455047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002515329,"about_ca_system_score_gemma":0.0005748665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009550192,"about_ca_topic_score_gemma":0.001993888,"domain_scores_codex":[0.9997261,0.00009598998,0.00005170449,0.00002781407,0.00007382097,0.00002462099],"domain_scores_gemma":[0.9991799,0.0005358472,0.0001130503,0.00001306423,0.0001109232,0.00004725164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007722028,0.00004064022,0.001341291,0.01045362,0.00003486717,0.001472474,0.0002570977,0.0001586287,0.001564557,0.0008906914,0.03341744,0.9502916],"study_design_scores_gemma":[0.0000577998,0.0003421275,0.01443329,0.0218793,0.0002037914,0.03106362,0.000677472,0.0002558895,0.001148267,0.001641903,0.9282319,0.00006478729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001415757,0.9883587,0.001146734,0.001902936,0.0007041772,0.00002877264,0.00004243562,0.00004839261,0.006352014],"genre_scores_gemma":[0.009466052,0.9841974,0.002023219,0.001673245,0.001144135,0.00004309002,0.000103792,0.00001281039,0.001336277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00395926,"threshold_uncertainty_score":0.01324505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03760540676256374,"score_gpt":0.3749504821477667,"score_spread":0.337345075385203,"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."}}