{"id":"W4360821291","doi":"10.1016/s2352-3026(23)00036-4","title":"Superficial vein thrombosis in pregnancy: what we did not know could hurt our patients","year":2023,"lang":"en","type":"letter","venue":"The Lancet Haematology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Thrombosis; Venous thrombosis; Deep vein; Population; Internal medicine; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003824522,0.0006201222,0.003657129,0.0003665777,0.0001399721,0.000102172,0.0008083059,0.001109371,0.0001492081],"category_scores_gemma":[0.00016924,0.0004463694,0.0002847256,0.0004193913,0.0001541105,0.0001562645,0.0004809427,0.002298726,0.001225425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001766383,"about_ca_system_score_gemma":0.0001270278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002720726,"about_ca_topic_score_gemma":0.000434229,"domain_scores_codex":[0.9960156,0.0003790915,0.0007921263,0.0008615734,0.0006632284,0.001288346],"domain_scores_gemma":[0.9978085,0.0002928296,0.0003134126,0.001391981,0.0001175795,0.00007571802],"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":[0.00005186077,0.0003580429,0.006090837,0.001673695,0.0003193472,0.001468016,0.0009734558,0.00000362414,0.000006755924,0.0003919075,0.9867085,0.001953965],"study_design_scores_gemma":[0.00400468,0.0005754083,0.03885359,0.00877623,0.0009881872,0.00007567233,0.000741815,0.00003942662,0.0001044655,0.00110141,0.943904,0.0008350716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04704359,0.00214287,0.000003581584,0.94303,0.00438355,0.002047903,0.0000865976,0.000259069,0.001002865],"genre_scores_gemma":[0.08270507,0.04632968,0.00006694123,0.857997,0.007192533,0.001194537,0.001283238,0.0003694873,0.0028615],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08503296,"threshold_uncertainty_score":0.9997988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07184835124389331,"score_gpt":0.3275268500846065,"score_spread":0.2556784988407131,"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."}}