{"id":"W2921867004","doi":"10.1016/j.thromres.2019.02.033","title":"Implanted vascular access device related deep vein thrombosis in oncology patients: A prospective cohort study","year":2019,"lang":"en","type":"article","venue":"Thrombosis Research","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Angiodynamics; Ottawa Hospital Research Institute","keywords":"Medicine; Thrombosis; Deep vein; Pulmonary embolism; Surgery; Axillary vein; Inferior vena cava; Cancer; Venous thrombosis; Cohort; Incidence (geometry); Vein; Prospective cohort study; Complication; Internal medicine; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005880424,0.0003409824,0.001273032,0.0008713498,0.0009385104,0.00006501024,0.001036818,0.0005420035,0.004441391],"category_scores_gemma":[0.0005416569,0.0002948255,0.0001987897,0.002701127,0.0001639974,0.0004520016,0.001043102,0.002677975,0.002984962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002814592,"about_ca_system_score_gemma":0.0006724841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009816257,"about_ca_topic_score_gemma":0.009197952,"domain_scores_codex":[0.9898577,0.004442024,0.001143797,0.001149278,0.00151332,0.001893925],"domain_scores_gemma":[0.9956912,0.001519344,0.0002585623,0.001100458,0.001131388,0.0002990714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001404306,0.003797341,0.9746591,0.0001230119,0.0005477992,0.000007090125,0.01876724,0.00001329375,0.0003290463,0.0001326066,0.0007839013,0.0006990998],"study_design_scores_gemma":[0.004548039,0.001287034,0.9823141,0.0001599103,0.0001008907,2.60278e-7,0.009624119,0.0003334151,0.00002920482,0.0003463617,0.000947866,0.0003088419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689332,0.00007420668,0.000005138555,0.0003538857,0.00041899,0.01058566,0.00002687294,0.0001103468,0.01949168],"genre_scores_gemma":[0.9973307,0.0004065252,0.00004052698,0.0001802971,0.00007313478,0.001439729,0.0001106972,0.00008193254,0.0003364467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02839749,"threshold_uncertainty_score":0.9999504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164128550609721,"score_gpt":0.498661314023276,"score_spread":0.3822484589623039,"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."}}