{"id":"W2468484289","doi":"10.1371/journal.pone.0158637","title":"CT Scan Does Not Differentiate Patients with Hepatopulmonary Syndrome from Other Patients with Liver Disease","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université de Montréal; St. Michael's Hospital","funders":"University of Toronto","keywords":"Hepatopulmonary syndrome; Medicine; Liver transplantation; Cirrhosis; Internal medicine; Liver disease; Cardiology; Lung; Oxygenation; Radiology; Gastroenterology; Transplantation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005089665,0.0005092495,0.000415469,0.0007122539,0.0005871511,0.0006559629,0.0004478648,0.0006324828,0.002424019],"category_scores_gemma":[0.004223951,0.000182764,0.0003039719,0.0005651504,0.0007604419,0.0004001424,0.0003562604,0.0005645063,0.0004106225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000591484,"about_ca_system_score_gemma":0.0008008205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174201,"about_ca_topic_score_gemma":0.0140483,"domain_scores_codex":[0.9995009,0.00005659202,0.00006281556,0.0001127586,0.0001625852,0.0001043275],"domain_scores_gemma":[0.9977343,0.0005099484,0.00074057,0.0001211004,0.0003174105,0.0005766966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004853273,0.0000062597,0.9986089,0.000004620528,0.00001095743,0.0002653429,0.0000270072,0.00001155048,0.0003753754,0.00001435258,0.00003898536,0.0005882427],"study_design_scores_gemma":[0.000009046142,0.00008791672,0.9956023,0.00001233366,0.00002600819,0.003597746,0.000112887,0.0001883289,0.0001839938,0.00002981402,0.0001471435,0.000002498045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981364,0.0002598157,0.00009126418,0.00007263666,0.00001381312,0.000009398004,0.0000813378,0.000005616216,0.001329624],"genre_scores_gemma":[0.9996883,0.00005414355,0.00006487734,0.00002916781,0.00001439426,0.000002211815,0.00009665525,0.000001594769,0.00004870724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01174201,"threshold_uncertainty_score":0.02334732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123844358972956,"score_gpt":0.1726528162441873,"score_spread":0.1602683803468917,"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."}}