{"id":"W4229563463","doi":"10.1383/surg.22.11.300.53848","title":"Deep venous thrombosis","year":2004,"lang":"en","type":"article","venue":"Surgery (Oxford)","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Medicine; Venous thrombosis; Deep vein; Thrombosis; Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000284831,0.0002200251,0.0007136355,0.0002026661,0.000143406,0.00003449624,0.00009573996,0.00009873428,0.0006399297],"category_scores_gemma":[0.00009647599,0.0001971297,0.0003099327,0.0003187757,0.00006924767,0.0001145988,0.00006919988,0.0001527325,0.0002510435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601816,"about_ca_system_score_gemma":0.0001465938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001677612,"about_ca_topic_score_gemma":0.00005332138,"domain_scores_codex":[0.9983974,0.00002144422,0.0003528327,0.0003478702,0.0003508419,0.0005296371],"domain_scores_gemma":[0.9990413,0.00009373666,0.00009278613,0.0004873236,0.0000685812,0.0002162998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004497693,0.02843188,0.3880088,0.002731193,0.004670911,0.003014823,0.006287418,0.002242022,0.003654028,0.06808917,0.1647645,0.3276555],"study_design_scores_gemma":[0.001549003,0.0005401326,0.6599637,0.0004679708,0.0005852248,0.00009473117,0.0004922788,0.00003028301,0.0035114,0.004309179,0.32779,0.0006660955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544337,0.0008235626,0.0007692522,0.004365765,0.001071895,0.0005544045,0.000004114775,0.0003015216,0.03767578],"genre_scores_gemma":[0.9937339,0.001601139,0.0005478158,0.003353212,0.0003227277,0.00007283263,0.00003386345,0.00005371251,0.000280784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3269894,"threshold_uncertainty_score":0.8038716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592776266928968,"score_gpt":0.2688318191716865,"score_spread":0.2429040565023968,"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."}}