{"id":"W4309735839","doi":"10.24908/pocus.v7i2.15937","title":"An Introductory Curriculum for Internal Medicine Interns in Point-of-Care Ultrasound to Detect Lower Extremity Deep Vein Thrombosis","year":2022,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Deep vein; Curriculum; Thrombosis; Point of care ultrasound; Radiology; Medicine; Point (geometry); Ultrasound; Vein; Medical physics; Surgery; Psychology; Pedagogy; Mathematics; Geometry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001104999,0.0002456582,0.0007736147,0.0005727903,0.0001933531,0.00003270668,0.0004414041,0.00004969788,0.002578455],"category_scores_gemma":[0.0004860681,0.0002076091,0.000217301,0.0003355246,0.00007409749,0.0001615796,0.0001686434,0.0006312667,0.000006215312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006353997,"about_ca_system_score_gemma":0.00008699679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003486076,"about_ca_topic_score_gemma":0.0003544795,"domain_scores_codex":[0.9976298,0.0001723716,0.0007307888,0.0003992175,0.0005959722,0.0004718382],"domain_scores_gemma":[0.9986104,0.0001275352,0.000269627,0.0004047572,0.0002481872,0.0003394763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003668369,0.009932589,0.4595763,0.001365149,0.001935661,0.0008375057,0.07281163,0.00309467,0.09234879,0.001782994,0.1520782,0.2005681],"study_design_scores_gemma":[0.01841374,0.03341021,0.741277,0.002323042,0.001815456,0.002180545,0.07894707,0.000875544,0.007065644,0.004337298,0.1076874,0.001666977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858501,0.001279032,0.006075781,0.002474721,0.002273038,0.0008706928,0.00002087389,0.00003192343,0.001123848],"genre_scores_gemma":[0.9952406,0.0001961878,0.002196397,0.001089543,0.001048094,0.0001083632,0.00001877996,0.00004803078,0.00005397873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2817007,"threshold_uncertainty_score":0.9983333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359086051711133,"score_gpt":0.3063081854421691,"score_spread":0.2927173249250578,"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."}}