{"id":"W2903529029","doi":"10.1177/0268355518814115","title":"Current practice in treating chronic venous disease by Canadian vascular surgeons","year":2018,"lang":"en","type":"article","venue":"Phlebology The Journal of Venous Disease","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Vascular Society","keywords":"Medicine; Sclerotherapy; Chronic venous insufficiency; Vein; Surgery; Physical therapy; General surgery","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":[0.002311221,0.0002293693,0.0002125373,0.001851391,0.004083585,0.002570346,0.001379006,0.000677253,0.006931729],"category_scores_gemma":[0.01234298,0.0002527763,0.0003460061,0.003770735,0.001388456,0.0006501678,0.001259888,0.0007302197,0.0004993094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02854828,"about_ca_system_score_gemma":0.0864623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9742042,"about_ca_topic_score_gemma":0.9784105,"domain_scores_codex":[0.9941639,0.0006343989,0.0002866373,0.0003829963,0.003109616,0.001422466],"domain_scores_gemma":[0.9807725,0.00149491,0.003002997,0.0001930648,0.007357862,0.00717867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001194472,0.0001287014,0.7980803,0.001033057,0.00006339621,0.0006255529,0.0100948,0.0003189235,0.0007261424,0.001356961,0.0460011,0.1414516],"study_design_scores_gemma":[0.00003415358,0.0001191133,0.9200079,0.001363641,0.00004832829,0.001395123,0.02516181,0.0005398815,0.000223087,0.0002045835,0.05084283,0.00005948757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8180868,0.02310352,0.001218065,0.05360448,0.0007255803,0.0003002978,0.006570847,0.00017033,0.09622012],"genre_scores_gemma":[0.9695652,0.0161797,0.002133928,0.004625652,0.0001154464,0.00006714622,0.001170574,0.00002792009,0.006114486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02854828,"threshold_uncertainty_score":0.2071332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105842499865558,"score_gpt":0.2965438465273472,"score_spread":0.2854854215286917,"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."}}