{"id":"W4210611357","doi":"10.24908/pocus.v7ikidney.14996","title":"Focused Cardiac Assessment in Kidney Care","year":2022,"lang":"en","type":"review","venue":"POCUS Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nephrology; Intensive care medicine; Intravascular volume status; Point of care ultrasound; Internal medicine; Ultrasound; Radiology; Hemodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001188215,0.0009006248,0.001230699,0.002285913,0.0003231797,0.001182941,0.001046898,0.001366407,0.00626921],"category_scores_gemma":[0.003060894,0.0002345751,0.0006810653,0.001519653,0.0006779123,0.001109948,0.0007868422,0.002293798,0.002202113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007277199,"about_ca_system_score_gemma":0.001620011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001941981,"about_ca_topic_score_gemma":0.00300411,"domain_scores_codex":[0.9994496,0.0001253686,0.00008435589,0.00009520673,0.0002083606,0.00003710917],"domain_scores_gemma":[0.9984924,0.0008642264,0.0001780392,0.00003202385,0.0003545987,0.00007869346],"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":[0.00004617969,0.0000378363,0.0004501913,0.01381572,0.00008686573,0.0001181581,0.00004944714,0.000191174,0.0002612852,0.002271923,0.02833374,0.9543375],"study_design_scores_gemma":[0.00005549857,0.0001635456,0.005801402,0.03701248,0.0003959076,0.004730252,0.0001859663,0.0002500106,0.0003246198,0.004644625,0.9463866,0.00004903555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007331857,0.9977652,0.0001576543,0.0003800664,0.0003556223,0.0000080657,0.00001153495,0.000006006118,0.00124247],"genre_scores_gemma":[0.001568404,0.9965265,0.0004210732,0.0004881231,0.0005927645,0.00001169694,0.00002811918,0.000002590654,0.0003606974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00626921,"threshold_uncertainty_score":0.02097261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089581904731151,"score_gpt":0.4539522790221197,"score_spread":0.3449940885490045,"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."}}