{"id":"W6958546491","doi":"10.6084/m9.figshare.29190.v1","title":"The use of D dimer, ventilationâ perfusion scan (VQ), spiral chest computed tomography (CT), and angiography (angio) for the diagnosis of pulmonary embolism, as reported by Canadian Intensive Care Unit Directors","year":2011,"lang":"en","type":"other","venue":"Figshare","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Licensee; Intensive care unit; Spiral computed tomography; Computed tomography; Angiography; Pulmonary angiography; Intensive care; Computed tomographic angiography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000438976,0.000257595,0.000243089,0.0002010971,0.0001538045,0.00003075685,0.0002960999,0.0002022675,0.001408487],"category_scores_gemma":[0.0004436506,0.0001824998,0.0003285921,0.0002377394,0.00009163411,0.000004815513,0.0001345819,0.0001330768,0.000002685296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007381697,"about_ca_system_score_gemma":0.00009149047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01633861,"about_ca_topic_score_gemma":0.01275919,"domain_scores_codex":[0.9990487,0.00004605692,0.0003089254,0.0002381061,0.0001339458,0.0002242442],"domain_scores_gemma":[0.9982135,0.00009805593,0.0005874165,0.0005182514,0.0004822187,0.0001005261],"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":[0.00003094008,0.00001591101,0.02677613,0.0003658333,0.0004642757,0.000003267111,0.000207085,0.000009676374,0.00007099017,0.000002212574,0.9623069,0.009746748],"study_design_scores_gemma":[0.0001496922,0.0001063771,0.02573246,0.0007066536,0.0001266687,0.00001156412,0.0001964581,0.0001482838,0.001147603,8.823797e-7,0.9714459,0.0002275021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.04761401,0.1421393,0.00002127847,0.0002966728,0.001005831,0.007493407,0.7787654,0.0001678324,0.02249626],"genre_scores_gemma":[0.4535412,0.001695216,0.0004522883,0.0006188379,0.0003393753,0.0007361314,0.5329597,0.0005938768,0.009063368],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4059272,"threshold_uncertainty_score":0.9995044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03110943097913488,"score_gpt":0.252716269537486,"score_spread":0.2216068385583512,"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."}}