{"id":"W4251130250","doi":"10.1503/cmaj.170253","title":"Hepatopulmonary syndrome","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Hepatopulmonary syndrome; Hypoxemia; Hypoxia (environmental); Medicine; Cardiology; Vasodilation; Internal medicine; Oxygen; Portal hypertension; Chemistry; Cirrhosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001615344,0.0007465421,0.000674932,0.0008185924,0.001029693,0.0005682356,0.0003152421,0.0006273408,0.01279302],"category_scores_gemma":[0.001212824,0.0001792181,0.0003778505,0.000840381,0.0005557892,0.0005994267,0.0005560563,0.001963954,0.001584427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000755443,"about_ca_system_score_gemma":0.0009592071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006812802,"about_ca_topic_score_gemma":0.006012528,"domain_scores_codex":[0.9996938,0.00003068126,0.00002562147,0.00006541699,0.00009246306,0.00009203076],"domain_scores_gemma":[0.9996356,0.00007920559,0.00008007782,0.00002417642,0.00006568887,0.0001152659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005923433,0.0002224392,0.2012591,0.001412494,0.0003818271,0.6295732,0.0006868859,0.001061228,0.01835599,0.01806988,0.04399052,0.08439411],"study_design_scores_gemma":[0.0001042463,0.0001849244,0.1377207,0.0006112552,0.0001138608,0.820583,0.000347654,0.0007340377,0.001830537,0.004586664,0.03311417,0.00006884157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4679101,0.08179026,0.01959044,0.01871173,0.002654162,0.0008819288,0.007503265,0.00229905,0.3986591],"genre_scores_gemma":[0.9655383,0.01123804,0.002098026,0.002482293,0.000624706,0.00008144575,0.001810002,0.00006671263,0.01606053],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01279302,"threshold_uncertainty_score":0.04279697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344036254354789,"score_gpt":0.2708575436931179,"score_spread":0.25741718114957,"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."}}