{"id":"W4304692081","doi":"10.26443/mjm.v21i1.851","title":"Approach to: Venous Thromboembolism","year":2022,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tachypnea; Pulmonary embolism; Thrombosis; Venous thrombosis; Deep vein; Peripheral edema; Tachycardia; Pulmonary edema; Physical examination; Edema; Venous thromboembolism; Venography; Signs and symptoms; Chest pain; Cardiology; Intensive care medicine; Surgery; Internal medicine; Lung; Adverse effect","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004679526,0.000848753,0.0007508093,0.00153195,0.0004801334,0.001755437,0.001087093,0.003067017,0.0753127],"category_scores_gemma":[0.003073099,0.0002033889,0.0005838673,0.0006246247,0.0006589329,0.001847416,0.001849442,0.003445662,0.05746039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009604174,"about_ca_system_score_gemma":0.001758989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096693,"about_ca_topic_score_gemma":0.002022962,"domain_scores_codex":[0.9994443,0.0001196794,0.00006873509,0.00009547955,0.0002101657,0.00006163694],"domain_scores_gemma":[0.9990475,0.0002246738,0.00009083217,0.00004597324,0.0003937623,0.0001973367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004133167,0.00004934295,0.0005390922,0.001617232,0.00002041526,0.001136182,0.00008258095,0.0001005322,0.000512791,0.005059152,0.6900714,0.30077],"study_design_scores_gemma":[0.00002551646,0.00003637063,0.0006636562,0.002442579,0.00001316839,0.005246602,0.00006835139,0.00005397849,0.0001056638,0.003709682,0.9876246,0.000009757585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001777746,0.3647752,0.01285931,0.1443015,0.1057606,0.0007530393,0.001310909,0.001105694,0.3673559],"genre_scores_gemma":[0.01784386,0.4112888,0.007948609,0.1496468,0.1416611,0.000450838,0.001604622,0.0001911438,0.2693642],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0753127,"threshold_uncertainty_score":0.2519461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03637199071298754,"score_gpt":0.2918091403068486,"score_spread":0.255437149593861,"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."}}