{"id":"W4309236107","doi":"10.1007/s43678-022-00410-0","title":"Just the facts: POCUS assessment for deep venous thrombosis","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University; McMaster University","funders":"","keywords":"Medicine; Evening; Venous thrombosis; Thrombosis; Edema; Medical history; Morning; Past medical history; Technician; Surgery; Physical examination; Hip pain; Internal 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":[0.003056389,0.001332531,0.001832246,0.002729009,0.002142464,0.005167667,0.001167939,0.006275663,0.005405787],"category_scores_gemma":[0.03266662,0.0006199465,0.001020887,0.00101552,0.001740118,0.006064706,0.001346429,0.01045023,0.002142821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397093,"about_ca_system_score_gemma":0.004130905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006489259,"about_ca_topic_score_gemma":0.01372406,"domain_scores_codex":[0.9955199,0.001358338,0.0008739699,0.0003383232,0.001461135,0.0004483491],"domain_scores_gemma":[0.9880999,0.006285916,0.001024859,0.0003583804,0.002475782,0.001755104],"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":[0.0008970402,0.0004760415,0.108195,0.001721977,0.0002807229,0.07338324,0.001630014,0.001104573,0.003197066,0.009843017,0.3879117,0.4113596],"study_design_scores_gemma":[0.0004793908,0.001468386,0.0843903,0.01853938,0.001151191,0.3177051,0.01025761,0.01401998,0.006603919,0.09267871,0.4517495,0.0009565637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0522037,0.1402391,0.02563075,0.663545,0.030317,0.0003903317,0.000912742,0.00110405,0.08565732],"genre_scores_gemma":[0.6282558,0.08810962,0.04675551,0.1510207,0.07399793,0.0002450323,0.001091608,0.0004265643,0.01009718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006489259,"threshold_uncertainty_score":0.01808417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138719339047579,"score_gpt":0.3802222193567286,"score_spread":0.2663502854519706,"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."}}