{"id":"W2904030384","doi":"10.1161/circimaging.118.008631","title":"Micro Computed Tomography in Experimental Pulmonary Arterial Hypertension","year":2018,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Imaging","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa; Heart and Stroke Foundation of Canada","keywords":"Medicine; Computed tomography; Research centre; Nuclear medicine; Internal medicine; Cardiology; Library science; Radiology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003360712,0.0005705157,0.001239149,0.001067304,0.0001743327,0.00009150015,0.000187544,0.0004712661,0.000125959],"category_scores_gemma":[0.00003832572,0.0005524256,0.001656001,0.0006036351,0.0002179923,0.0002180562,0.0001422613,0.001022689,0.0001766558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003424689,"about_ca_system_score_gemma":0.0001583937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000139595,"about_ca_topic_score_gemma":3.453937e-7,"domain_scores_codex":[0.9958565,0.0003305638,0.0005584904,0.001160816,0.001316086,0.0007775562],"domain_scores_gemma":[0.9980952,0.00005334716,0.0001096981,0.001212088,0.0003359127,0.0001937562],"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":[0.000568434,0.001446895,0.06345355,0.0007698124,0.006392434,0.3075545,0.0001059808,0.00007848846,0.07682215,0.000001391814,0.5245289,0.01827744],"study_design_scores_gemma":[0.01021921,0.000144133,0.267534,0.001710344,0.00162724,0.02587918,0.000104098,0.01270749,0.004367821,0.00009243411,0.6739477,0.001666336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6332206,0.1234084,0.001854839,0.2163518,0.007393793,0.009338434,0.0001970437,0.001261499,0.006973619],"genre_scores_gemma":[0.8712518,0.00008866914,0.001091984,0.1167972,0.006156935,0.0001330769,0.00418139,0.0002093479,0.00008956069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2816754,"threshold_uncertainty_score":0.9996927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02471214176134702,"score_gpt":0.2567569706109271,"score_spread":0.2320448288495801,"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."}}