{"id":"W4253905046","doi":"10.3410/f.12629.470111","title":"Faculty Opinions recommendation of Natural history of hepatopulmonary syndrome: Impact of liver transplantation.","year":2006,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Hepatopulmonary syndrome; Natural history; Liver transplantation; Medicine; Transplantation; Natural (archaeology); Internal medicine; Intensive care medicine; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001824898,0.001359803,0.00164882,0.004216917,0.000394005,0.002313911,0.002802628,0.00174218,0.07094189],"category_scores_gemma":[0.01799152,0.0005519676,0.001833496,0.004945374,0.0002132451,0.001338789,0.001202298,0.001841412,0.03348358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001454474,"about_ca_system_score_gemma":0.003143451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02917165,"about_ca_topic_score_gemma":0.06343666,"domain_scores_codex":[0.9985808,0.000219065,0.0002346681,0.0003769122,0.0004433772,0.0001451277],"domain_scores_gemma":[0.9929796,0.001772956,0.001530629,0.00101004,0.001839971,0.0008667907],"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":[0.0001383247,0.00003586887,0.005509687,0.0006393666,0.0001246174,0.00001544721,0.000007177941,0.0002166609,0.00005252714,0.0001568257,0.9890878,0.004015584],"study_design_scores_gemma":[0.001365305,0.00006228694,0.07556951,0.001036647,0.0004041581,0.0002073046,0.000065044,0.00243738,0.0006713883,0.001095292,0.917006,0.00007975386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002801172,0.0000812681,0.00004390897,0.0001718847,0.00003239331,0.00001570967,0.9985611,0.0001066428,0.0007069171],"genre_scores_gemma":[0.001641065,0.000112632,0.000307683,0.0001151671,0.00003055582,0.00006323667,0.9962237,0.00004549791,0.00146045],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07094189,"threshold_uncertainty_score":0.2373243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428574514792242,"score_gpt":0.3411724968124142,"score_spread":0.3168867516644918,"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."}}