{"id":"W3048465797","doi":"10.1111/crj.13257","title":"Diagnosis of pulmonary embolism in patients with acute exacerbations of chronic obstructive pulmonary disease: A cross‐sectional study","year":2020,"lang":"en","type":"article","venue":"The Clinical Respiratory Journal","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Pulmonary embolism; COPD; Exacerbation; Receiver operating characteristic; Gold standard (test); Cross-sectional study; Internal medicine; Population; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009555597,0.0001976295,0.0007087365,0.0001221964,0.0001516699,0.00002359332,0.0003213014,0.00007952167,0.0002354933],"category_scores_gemma":[0.0005403723,0.0001273319,0.000265477,0.0003982896,0.0003872055,0.0001694024,0.0001745925,0.0007036057,0.000008280012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194439,"about_ca_system_score_gemma":0.000488853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001058538,"about_ca_topic_score_gemma":0.000005448034,"domain_scores_codex":[0.9967763,0.0004075108,0.001394161,0.0003362387,0.0008253859,0.0002603616],"domain_scores_gemma":[0.9977676,0.0004486186,0.0006483698,0.000370249,0.0003904271,0.0003746871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002023982,0.006502374,0.9833458,0.0000678076,0.0005278771,0.000197422,0.0002212309,0.0003020882,0.00001011065,0.00006443403,0.0001872802,0.006549585],"study_design_scores_gemma":[0.003105551,0.002516011,0.9925895,0.0001350373,0.000523515,0.000005499175,0.0001582226,0.00008750912,0.00001145794,0.0001325331,0.0006150904,0.0001201118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971223,0.0005606844,0.0000240139,0.0006807197,0.0002227201,0.001127045,0.00004437004,0.00001278827,0.0002053021],"genre_scores_gemma":[0.9984356,0.0002351266,0.00002941124,0.0006827975,0.0004847176,0.00007907881,0.00000624107,0.00002938547,0.00001760277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009243652,"threshold_uncertainty_score":0.5192443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04957834734114593,"score_gpt":0.3533027480346599,"score_spread":0.303724400693514,"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."}}