{"id":"W2415399540","doi":"10.1097/txd.0000000000000596","title":"Diaphragmatic Hernia After Living Donor Right Hepatectomy: Proposal for a Screening Protocol","year":2016,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Complication; Liver transplantation; Donation; Diaphragmatic hernia; Surgery; Diaphragmatic breathing; Hepatectomy; Transplantation; Hernia; General surgery; Resection; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003442997,0.0002685417,0.0004279282,0.0001546079,0.0001147858,0.00003276396,0.00007960997,0.00008411579,0.0005924775],"category_scores_gemma":[0.000172829,0.0001666529,0.0001864837,0.0001554334,0.00007678714,0.0002020826,0.00001258243,0.00007644242,0.0001244282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006592947,"about_ca_system_score_gemma":0.0001245643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002486842,"about_ca_topic_score_gemma":0.0002919179,"domain_scores_codex":[0.9983882,0.00009041233,0.0004603494,0.0003655365,0.0003074193,0.0003880484],"domain_scores_gemma":[0.9986734,0.0007118438,0.0001046153,0.0002294885,0.0001393218,0.0001412769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02044831,0.001627413,0.4901597,0.02640232,0.003817127,0.0009779115,0.02012577,0.000009722598,0.09056435,0.0005307992,0.001737724,0.3435988],"study_design_scores_gemma":[0.02331329,0.00175332,0.8864833,0.0142063,0.002232395,0.0003575394,0.0001933619,0.001133444,0.05322585,0.0009234929,0.01442994,0.00174774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7432905,0.0001411515,0.05650669,0.003412941,0.0002432234,0.1838993,0.0004850472,0.001107854,0.0109133],"genre_scores_gemma":[0.8311838,0.00001785484,0.009319876,0.0001428531,0.0001379396,0.1577891,0.00001195116,0.00006018835,0.001336512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3963236,"threshold_uncertainty_score":0.6795908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477290426627297,"score_gpt":0.2834182950228094,"score_spread":0.2686453907565364,"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."}}