{"id":"W2750914534","doi":"10.5603/gp.a2017.0083","title":"Venous thromboembolism in obese pregnant women: approach to diagnosis and management","year":2017,"lang":"en","type":"review","venue":"Ginekologia Polska","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Pulmonary embolism; Deep vein; Pregnancy; Venous thromboembolism; Obesity; Thrombosis; Venous thrombosis; Population; Risk factor; Intensive care medicine; Obstetrics; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007393995,0.001000386,0.005624323,0.001011704,0.0002113767,0.0001708573,0.0007908847,0.0005338219,0.00007587322],"category_scores_gemma":[0.0001458663,0.0007831817,0.0003891236,0.0004378454,0.0001893048,0.0001112184,0.001147222,0.0006455909,0.0002494777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006657066,"about_ca_system_score_gemma":0.0001517397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001287829,"about_ca_topic_score_gemma":0.00002716768,"domain_scores_codex":[0.9955385,0.0001596122,0.0009967102,0.001479217,0.0004838704,0.001342091],"domain_scores_gemma":[0.9969865,0.0001002892,0.0004312193,0.001880192,0.00004636989,0.0005554376],"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":[0.0000120801,0.002935383,0.0001233663,0.04683308,0.0009240352,0.000504246,0.0006533128,0.0000023823,5.835232e-8,0.002710521,0.01059222,0.9347093],"study_design_scores_gemma":[0.0007758358,0.000659404,0.007830208,0.02532741,0.001597591,0.00009429537,0.0001625847,0.000002903708,3.493543e-7,0.0001046834,0.9626901,0.0007546398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004510244,0.9614651,0.00001701836,0.0003004663,0.0004846881,0.007372161,0.00005138679,0.0001502013,0.02970792],"genre_scores_gemma":[0.0004434921,0.9855785,0.001327376,0.0007574313,0.0002859914,0.009857692,0.0001165377,0.0001516062,0.001481385],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9520979,"threshold_uncertainty_score":0.9994619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131198644485591,"score_gpt":0.3748681123607036,"score_spread":0.2617482479121445,"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."}}