{"id":"W2793854925","doi":"10.1177/154431671704100403","title":"Pattern Analysis of Lower Extremity Venous Thrombosis: Implications for Point of Care Ultrasound (POCUS) Protocols","year":2017,"lang":"en","type":"article","venue":"Journal for Vascular Ultrasound","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Venous thrombosis; Thrombosis; Ultrasound; Radiology; Duplex scanning; Surgery","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":[0.1051358,0.000659571,0.0009155793,0.005983103,0.0005540319,0.003125012,0.001759809,0.000724621,0.002786112],"category_scores_gemma":[0.3265395,0.0003440268,0.001110949,0.006588536,0.001782572,0.003833221,0.001920132,0.0008844319,0.0004496782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600911,"about_ca_system_score_gemma":0.002785405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189934,"about_ca_topic_score_gemma":0.001562991,"domain_scores_codex":[0.89043,0.06735934,0.0165369,0.0037966,0.02099682,0.0008802299],"domain_scores_gemma":[0.5159401,0.3823831,0.04635527,0.01908917,0.03452017,0.001712242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007588126,0.0001687997,0.6238506,0.003762525,0.0005454346,0.0006119181,0.00175296,0.001985326,0.002141513,0.003873558,0.00362916,0.3569193],"study_design_scores_gemma":[0.0002140296,0.002591322,0.8625878,0.008880683,0.001581209,0.01012458,0.01075993,0.0314177,0.007318868,0.03191262,0.03240852,0.0002025698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7136566,0.02867449,0.1990085,0.02253011,0.001232428,0.003861598,0.003837612,0.0007982426,0.0264005],"genre_scores_gemma":[0.8812719,0.003148483,0.1123142,0.0009831282,0.0003012407,0.0007334307,0.0006789831,0.0001084082,0.0004602274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051358,"threshold_uncertainty_score":0.556018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06549090259320546,"score_gpt":0.4136285973797428,"score_spread":0.3481376947865374,"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."}}