{"id":"W2143570222","doi":"10.1001/jama.290.21.2849","title":"Does This Patient Have Pulmonary Embolism?","year":2003,"lang":"en","type":"review","venue":"JAMA","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Pulmonary embolism; Pre- and post-test probability; MEDLINE; Test (biology); Radiology; Intensive care medicine; Medical physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002039401,0.0004496299,0.001732218,0.001724537,0.0005124479,0.001369038,0.0006192676,0.003004793,0.006542364],"category_scores_gemma":[0.01513826,0.0002277111,0.0008272838,0.002641468,0.0009762415,0.002125358,0.0005166592,0.001702017,0.001018194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007767159,"about_ca_system_score_gemma":0.001428966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001442996,"about_ca_topic_score_gemma":0.002460967,"domain_scores_codex":[0.9981195,0.0008823838,0.0004572917,0.0001886548,0.0002682064,0.0000839176],"domain_scores_gemma":[0.9942352,0.003804463,0.001439863,0.0000959723,0.0002577273,0.0001667236],"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":[0.003520692,0.0002540969,0.1366098,0.3424369,0.002608652,0.05624429,0.003390133,0.000602247,0.001099151,0.007576531,0.06996315,0.3756943],"study_design_scores_gemma":[0.001831416,0.00122923,0.1350157,0.3782344,0.005439522,0.2410865,0.01258282,0.0006520645,0.001267681,0.02232995,0.200179,0.0001517324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02730934,0.9232753,0.0006584005,0.03624555,0.0025007,0.0004056379,0.001360805,0.00001318363,0.008231067],"genre_scores_gemma":[0.3311227,0.6292696,0.001548593,0.02907079,0.006015568,0.0004974441,0.0009988763,0.000007964128,0.001468555],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006542364,"threshold_uncertainty_score":0.02188635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02798651631471403,"score_gpt":0.3070768085248854,"score_spread":0.2790902922101713,"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."}}