{"id":"W2131825884","doi":"10.1186/1471-2466-14-141","title":"A symptom-related monitoring program following pulmonary embolism for the early detection of CTEPH: a prospective observational registry study","year":2014,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Actelion Pharmaceuticals; Julius-Maximilians-Universität Würzburg","keywords":"Medicine; Observational study; Pulmonary embolism; Intensive care medicine; Prospective cohort study; Emergency medicine; Internal medicine","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":[0.002258265,0.0004407947,0.0006794271,0.0008616758,0.0006661278,0.001181475,0.0008730011,0.0009673227,0.001343796],"category_scores_gemma":[0.006439124,0.000605881,0.001002796,0.002066586,0.0003533205,0.001052471,0.000810339,0.001150385,0.0003497755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005059482,"about_ca_system_score_gemma":0.001122642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005679661,"about_ca_topic_score_gemma":0.005898613,"domain_scores_codex":[0.997607,0.0009726315,0.0002693292,0.0005342407,0.0003316953,0.0002851177],"domain_scores_gemma":[0.9938269,0.001191909,0.002935308,0.0006597979,0.0004412473,0.0009449095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003057027,0.0002152687,0.9986525,0.00001701254,0.00006528717,0.0001089977,0.00008348104,0.00001519495,0.00007963211,0.000009273459,0.00005873933,0.0003889693],"study_design_scores_gemma":[0.00008617083,0.0006671457,0.998121,0.00001632551,0.000119446,0.000344331,0.0002743891,0.0002133882,0.00003177809,0.00001208216,0.000106223,0.000007774324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992514,0.0001389431,0.00007732779,0.00002881641,0.000006834669,0.00004088512,0.000300906,0.000002541942,0.0001523553],"genre_scores_gemma":[0.9990459,0.0001289971,0.0001267173,0.00004649766,0.00001450975,0.00006026462,0.000512387,0.000002313382,0.00006238444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005679661,"threshold_uncertainty_score":0.01194304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04135010819793931,"score_gpt":0.3217641772387042,"score_spread":0.2804140690407648,"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."}}