{"id":"W2988213253","doi":"10.1182/blood-2019-124663","title":"The Diagnostic Performance of a Non-Emergency Department-Based Deep Vein Thrombosis Ambulatory Care Pathway","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; Université de Montréal","funders":"","keywords":"Medicine; Emergency department; Ambulatory; Deep vein; Ambulatory care; Emergency medicine; Thrombosis; Intensive care medicine; Internal medicine; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001332503,0.000282966,0.0002486735,0.001037101,0.000313099,0.000998841,0.0005738332,0.0003150546,0.00121144],"category_scores_gemma":[0.008654105,0.0001249166,0.0002855179,0.0006913212,0.0002628729,0.0003621129,0.000684351,0.0003866396,0.0001823889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490773,"about_ca_system_score_gemma":0.002073462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02260015,"about_ca_topic_score_gemma":0.0302143,"domain_scores_codex":[0.9975361,0.0007048286,0.000306462,0.0003206066,0.0007049062,0.0004271379],"domain_scores_gemma":[0.9907249,0.001486886,0.004007328,0.0001938215,0.001871082,0.001715996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008386233,0.0000930426,0.9941725,0.00002227112,0.00001900673,0.00007027759,0.0000711729,0.0001491594,0.00023259,0.00001761661,0.0002352929,0.004833132],"study_design_scores_gemma":[0.00001171565,0.0004466372,0.9977869,0.00001783213,0.00001119934,0.0002060681,0.0001238925,0.0009669797,0.0001892208,0.00001287769,0.0002226146,0.000003995789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977685,0.0001517332,0.0002506584,0.0002065197,0.00001424968,0.00007658769,0.0004465136,0.00002150247,0.001063749],"genre_scores_gemma":[0.9989121,0.00007060974,0.0005568806,0.0000370818,0.00001240675,0.00001486575,0.0002819618,0.000001459967,0.0001127397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02260015,"threshold_uncertainty_score":0.04493719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006433805893343031,"score_gpt":0.2312819811946912,"score_spread":0.2248481753013482,"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."}}