{"id":"W3137018582","doi":"10.1097/jxx.0000000000000583","title":"Approach to pulmonary embolism: A clinical care pathway.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; Rockyview General Hospital; University of Calgary","funders":"","keywords":"Pulmonary embolism; Nurse practitioners; Medicine; Intensive care medicine; Care pathway; Acute care; Medical emergency; Health care; 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":[0.002106535,0.0006744678,0.0003853071,0.001231472,0.004151247,0.004070049,0.001558442,0.004764692,0.0226932],"category_scores_gemma":[0.0115069,0.0004326016,0.0005171571,0.0007030596,0.0009391915,0.003588547,0.005821913,0.005449856,0.006180861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003247531,"about_ca_system_score_gemma":0.01790004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006416501,"about_ca_topic_score_gemma":0.01720864,"domain_scores_codex":[0.9980803,0.0008028825,0.00025905,0.0001710143,0.0003859012,0.0003010114],"domain_scores_gemma":[0.9947153,0.0005828389,0.0004044965,0.00007697286,0.001561962,0.00265847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001394742,0.001425324,0.0148076,0.0008700292,0.00003474683,0.01955246,0.004347212,0.001044458,0.0006664908,0.01522774,0.6077121,0.3341724],"study_design_scores_gemma":[0.0007005967,0.001408772,0.02233618,0.008040221,0.00008648443,0.05021251,0.01602883,0.005204951,0.001074097,0.06160256,0.8330305,0.0002742814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02734025,0.01531528,0.03493789,0.7043868,0.008071125,0.004745946,0.0007628135,0.002182596,0.2022573],"genre_scores_gemma":[0.3487872,0.04034183,0.2797034,0.2211862,0.007716463,0.004829555,0.002256186,0.0004963632,0.09468295],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0226932,"threshold_uncertainty_score":0.07591629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04978544328245136,"score_gpt":0.2874579768947282,"score_spread":0.2376725336122769,"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."}}