{"id":"W3092122855","doi":"10.12688/f1000research.27115.1","title":"Recent advances in understanding, diagnosing and treating venous thrombosis","year":2020,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Venous thromboembolism; Medicine; Intensive care medicine; Aspirin; Open peer review; Venous thrombosis; Thrombosis; Plant biology; Bioinformatics; Internal medicine; Biology","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":[0.004608829,0.0009583283,0.001034462,0.00239614,0.0005139403,0.003286175,0.001087393,0.002613298,0.007404731],"category_scores_gemma":[0.01381262,0.0004129984,0.0007724911,0.002335999,0.001331312,0.002792797,0.001515067,0.004139146,0.003367022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001772601,"about_ca_system_score_gemma":0.004088167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004339027,"about_ca_topic_score_gemma":0.004241744,"domain_scores_codex":[0.9975616,0.0007597023,0.0003470762,0.0003360003,0.0008418301,0.0001537785],"domain_scores_gemma":[0.9925304,0.004169079,0.0006691638,0.0003041238,0.001790448,0.0005368119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001279213,0.0001165079,0.00129626,0.008488781,0.0001119793,0.0002889252,0.0003458943,0.0005797723,0.001784264,0.00774115,0.05518583,0.9239326],"study_design_scores_gemma":[0.00004792921,0.0001699953,0.003076364,0.00610666,0.0002100181,0.00213504,0.0004571281,0.0005849886,0.001968227,0.01582043,0.9693665,0.00005664361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008982888,0.9587361,0.004150163,0.02614101,0.002944845,0.0000280611,0.0001003247,0.00009853148,0.006902638],"genre_scores_gemma":[0.0053339,0.980216,0.006734712,0.002481072,0.003971499,0.00001965806,0.0001478989,0.0000245641,0.001070695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007404731,"threshold_uncertainty_score":0.02477133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1588285494043023,"score_gpt":0.4025035366124136,"score_spread":0.2436749872081113,"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."}}