{"id":"W2257440112","doi":"","title":"61 – HYPOXEMIA AS AN INDICATOR FOR PULMONARY EMBOLISM IN THE ACUTE POST-ARTHROPLASTY PATIENT","year":2011,"lang":"en","type":"article","venue":"","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulmonary embolism; Hypoxemia; Radiology; Embolus; Arthroplasty; PULMONARY EMBOLUS; Joint arthroplasty; Surgery; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005127796,0.0002693399,0.0003431295,0.0009523741,0.0004682651,0.0006262861,0.000241044,0.0005555419,0.00226298],"category_scores_gemma":[0.002567842,0.0002000089,0.0002500658,0.0006031242,0.0005468652,0.0005354727,0.0003757968,0.0005841168,0.0003696816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002547724,"about_ca_system_score_gemma":0.0004483733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078614,"about_ca_topic_score_gemma":0.001154246,"domain_scores_codex":[0.9994504,0.0001533798,0.00009786237,0.00006816463,0.000118017,0.0001121716],"domain_scores_gemma":[0.9982731,0.0003878192,0.0008047558,0.00003440617,0.0001772402,0.000322765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005470829,0.00002191526,0.9981834,0.0000117904,0.000007171015,0.0007021834,0.00004235374,0.00001231548,0.000301152,0.000007551886,0.00004305445,0.0006122622],"study_design_scores_gemma":[0.000005734825,0.0003178979,0.9920545,0.00001729574,0.00002066527,0.006736239,0.0003178642,0.000125811,0.0002128687,0.00001746663,0.0001696794,0.000004041493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983945,0.0006632512,0.00008168451,0.0001095664,0.00001483333,0.00002090833,0.00005299824,0.000003004637,0.0006591323],"genre_scores_gemma":[0.9995626,0.0001501205,0.00009337386,0.00005315561,0.00003320719,0.000007352903,0.00004611184,5.765773e-7,0.00005345605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00226298,"threshold_uncertainty_score":0.007570446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070573313310877,"score_gpt":0.2686174593626204,"score_spread":0.2479117262295117,"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."}}