{"id":"W4378554191","doi":"10.14740/cr1490","title":"Ultrasound-Accelerated Catheter-Directed Thrombolysis","year":2023,"lang":"en","type":"review","venue":"Cardiology Research","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"HCA Healthcare","keywords":"Medicine; Thrombolysis; Cardiology; Internal medicine; Ultrasound; Catheter; Radiology; Myocardial infarction","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002829835,0.0005864771,0.007042862,0.00143095,0.0003494111,0.00008405385,0.0006307635,0.0009983528,0.0003791559],"category_scores_gemma":[0.001304682,0.0004477106,0.001418413,0.002761769,0.0005547167,0.0000408901,0.000530595,0.002005383,0.00558526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005113818,"about_ca_system_score_gemma":0.0008138018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001524359,"about_ca_topic_score_gemma":0.00001255273,"domain_scores_codex":[0.9938924,0.001782057,0.0008416419,0.001243131,0.0008095315,0.001431258],"domain_scores_gemma":[0.9955114,0.001779197,0.0001553956,0.001600489,0.0005973951,0.0003560998],"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":[0.00002247863,0.000419544,0.00009082525,0.03257687,0.01287158,0.002266669,0.0001469704,0.000002119685,0.00001752045,0.0002852769,0.3876715,0.5636286],"study_design_scores_gemma":[0.0002625898,0.0003797311,0.0005168524,0.005080187,0.002758432,0.0004628527,0.00007216094,0.000001672513,0.000002099874,0.0000507627,0.9900538,0.0003588835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000138564,0.9721277,0.000004547184,0.0000923865,0.0005931761,0.002952985,0.00008286048,0.0006936727,0.02331405],"genre_scores_gemma":[0.00008275621,0.9902945,0.00003955462,0.00005038633,0.001173221,0.001724673,0.001145585,0.0002386778,0.005250711],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6023822,"threshold_uncertainty_score":0.9997975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.334567063715645,"score_gpt":0.4884641358009693,"score_spread":0.1538970720853243,"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."}}