{"id":"W4402332454","doi":"10.1016/j.bjae.2024.07.003","title":"Critical care echocardiography: training, imaging, and indications","year":2024,"lang":"en","type":"review","venue":"BJA Education","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Medical physics; Intensive care medicine; Radiology","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":[0.001935457,0.001355186,0.002470328,0.005254528,0.0003295376,0.001702645,0.001329133,0.001897631,0.005311457],"category_scores_gemma":[0.004191132,0.0005602519,0.0009654812,0.003699651,0.001048285,0.001845408,0.001016042,0.002747167,0.002166985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107056,"about_ca_system_score_gemma":0.002921241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003045209,"about_ca_topic_score_gemma":0.005785115,"domain_scores_codex":[0.9992877,0.0001417203,0.0001745338,0.0001215206,0.0002229666,0.00005160941],"domain_scores_gemma":[0.9971333,0.001703852,0.0004798007,0.00004282134,0.0004871733,0.0001531981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001471105,0.00007808115,0.0003370393,0.03581548,0.0001281537,0.00008209034,0.00004679508,0.0002770847,0.0004845606,0.001349405,0.02497152,0.9362826],"study_design_scores_gemma":[0.0001796602,0.000322169,0.004260228,0.06454226,0.0009861568,0.002075602,0.0001757774,0.000281011,0.0004449541,0.002361491,0.9242965,0.00007423473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003786273,0.9993299,0.0000424036,0.0002000894,0.0001264895,0.000003278823,0.00001236009,0.000003313909,0.000244252],"genre_scores_gemma":[0.0003411082,0.9988616,0.0001353839,0.0002480987,0.0002438066,0.000004722317,0.00002298089,0.00000115116,0.0001411447],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005311457,"threshold_uncertainty_score":0.01776862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0901552205498511,"score_gpt":0.4849358588325745,"score_spread":0.3947806382827234,"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."}}