{"id":"W4391652235","doi":"10.1161/circheartfailure.123.010697","title":"Blood Speckle Imaging in Critical Care: A New Tool in Mechanical Circulatory Support Management","year":2024,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"University hospital; Medicine; Intensive care; Library science; Internal medicine; Computer science; Intensive care medicine","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":[0.003246365,0.0007362917,0.001104739,0.002402054,0.000383304,0.002611244,0.0009376237,0.001953984,0.003471802],"category_scores_gemma":[0.00409028,0.0003221667,0.0004672291,0.001219484,0.001730417,0.00234856,0.001295605,0.002293746,0.0008660483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004624427,"about_ca_system_score_gemma":0.0009174997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004506123,"about_ca_topic_score_gemma":0.0006061193,"domain_scores_codex":[0.9990286,0.0003565643,0.00007820776,0.0001378983,0.0003448538,0.00005380403],"domain_scores_gemma":[0.9959878,0.002465106,0.0003367333,0.0002212673,0.0006445872,0.0003444417],"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":[0.0009868118,0.0003339164,0.01885612,0.002184677,0.0001539982,0.001273336,0.000474772,0.001696929,0.06413547,0.02155937,0.02920679,0.8591377],"study_design_scores_gemma":[0.0007846887,0.006586907,0.09564155,0.006848575,0.00151032,0.03946583,0.002969719,0.1008651,0.1097568,0.1495689,0.4848066,0.001194983],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06440297,0.5047824,0.355528,0.03342855,0.009069697,0.0001622849,0.000712953,0.001581344,0.03033176],"genre_scores_gemma":[0.4349443,0.2713999,0.2423326,0.01540943,0.02415614,0.0002768988,0.0003654601,0.0003910508,0.0107242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003471802,"threshold_uncertainty_score":0.01716864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503407019238657,"score_gpt":0.2644791526507706,"score_spread":0.249445082458384,"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."}}