{"id":"W2012044909","doi":"10.1007/s11886-014-0555-7","title":"FDG PET Imaging for Identifying Pulmonary Hypertension and Right Heart Failure","year":2014,"lang":"en","type":"review","venue":"Current Cardiology Reports","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Positron emission tomography; Pulmonary hypertension; Heart failure; Context (archaeology); Hypoxia (environmental); Glucose uptake; Radiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000725818,0.000658943,0.003973428,0.0004206181,0.0002684738,0.00003725873,0.00009589198,0.0002537392,0.00002377801],"category_scores_gemma":[0.0004315992,0.0004564059,0.001244794,0.0001702909,0.0002239022,0.00009332262,0.0002383099,0.0006837081,0.00003578087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110854,"about_ca_system_score_gemma":0.0003514873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005970713,"about_ca_topic_score_gemma":3.794032e-7,"domain_scores_codex":[0.9963041,0.0002852809,0.0009828107,0.001322988,0.0003604646,0.0007443423],"domain_scores_gemma":[0.9974978,0.0003375272,0.0004242974,0.0009457459,0.0003010755,0.0004935479],"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":[0.00005827033,0.000218002,0.008230714,0.03295324,0.001175234,0.09663734,0.000002578093,1.642384e-7,0.000032316,0.000009621917,0.0627558,0.7979267],"study_design_scores_gemma":[0.0002843931,0.00006651988,0.0003617741,0.006924945,0.002076737,0.2631857,0.000003802212,0.0000200417,9.050766e-7,0.0001113659,0.7266923,0.0002714911],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003048267,0.9949846,0.0000897694,0.0002044447,0.001772366,0.002317333,0.0000477489,0.0001038892,0.0001750704],"genre_scores_gemma":[0.002185962,0.9934072,0.0003711525,0.00007109452,0.0009580691,0.0005482571,0.0020875,0.0001042922,0.0002664479],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7976552,"threshold_uncertainty_score":0.9997888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07429303588730485,"score_gpt":0.3842937298371723,"score_spread":0.3100006939498675,"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."}}