{"id":"W4281616742","doi":"10.1002/ajh.26623","title":"Patterns of venous thromboembolism risk, treatment, and outcomes among patients with cancer from uninsured and vulnerable populations","year":2022,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Cancer Prevention and Research Institute of Texas","keywords":"Medicine; Pacific islanders; Comorbidity; Internal medicine; Cancer; Pulmonary embolism; Incidence (geometry); Deep vein; Retrospective cohort study; Cohort; Thrombosis; Population; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006379122,0.0001590283,0.0002937439,0.001169683,0.0004558585,0.0006290774,0.0003552616,0.0002989988,0.0007920903],"category_scores_gemma":[0.003598797,0.0002347763,0.0003918789,0.001450817,0.0002980099,0.00046283,0.0008004767,0.0004351578,0.00007857085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004747183,"about_ca_system_score_gemma":0.0004155506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02256694,"about_ca_topic_score_gemma":0.02536636,"domain_scores_codex":[0.9993735,0.0001585177,0.00009484182,0.0001226386,0.0001136329,0.0001368942],"domain_scores_gemma":[0.9985146,0.0002503463,0.0006996332,0.0001104864,0.0001440117,0.0002809059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000243424,0.000009835559,0.9993254,0.00000273147,0.00002511595,0.00002091228,0.00005663007,0.00002343278,0.00001958257,0.00001300822,0.0000565994,0.0004224122],"study_design_scores_gemma":[0.00000300129,0.00002585287,0.9993674,0.000004435191,0.00001184828,0.0001035363,0.0002036428,0.0001641855,0.00001414534,0.00003311622,0.00006623461,0.000002719042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999001,0.0001839514,0.00005231577,0.00006319382,0.000002749911,0.000006085871,0.0004619718,0.000001813745,0.000226928],"genre_scores_gemma":[0.9993837,0.00007248128,0.00002757864,0.00003057077,0.000005146282,0.000006760442,0.0004374436,7.248598e-7,0.00003566179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02256694,"threshold_uncertainty_score":0.04487115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096841307301755,"score_gpt":0.2681943746078794,"score_spread":0.2572259615348619,"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."}}