{"id":"W2055860546","doi":"10.1097/sla.0000000000000947","title":"Early Survival and Safety of ALPPS","year":2014,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":457,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Universitätsspital Zürich; Universität Zürich","keywords":"Medicine; MEDLINE; Intensive care medicine","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":[0.002251767,0.000232056,0.000283724,0.0005122813,0.0001337073,0.0004866906,0.0001911191,0.0001968157,0.002098027],"category_scores_gemma":[0.005201886,0.00006331995,0.0004425706,0.0003936127,0.0002683357,0.0006459155,0.0004988876,0.0003224777,0.0002728972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002422005,"about_ca_system_score_gemma":0.0004556359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00019296,"about_ca_topic_score_gemma":0.0002481449,"domain_scores_codex":[0.9991102,0.0002819671,0.000104716,0.0001538193,0.0002572394,0.00009211239],"domain_scores_gemma":[0.9930521,0.001295259,0.00412917,0.000480038,0.0005424235,0.0005010776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00451146,0.000142008,0.961484,0.000120802,0.0001698006,0.0002128378,0.00004542403,0.0004760868,0.0007148252,0.00006063528,0.000373178,0.03168901],"study_design_scores_gemma":[0.0001947128,0.007701269,0.9860663,0.00006718662,0.0001633129,0.001746169,0.0001041527,0.00106249,0.001206488,0.0001696462,0.001504968,0.00001320881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954296,0.001200477,0.0009764666,0.0001098509,0.00001732614,0.00003546477,0.001080636,0.00002575636,0.001124511],"genre_scores_gemma":[0.9979147,0.0002769546,0.0002113373,0.00004173135,0.00003371215,0.00002087792,0.001294357,0.00000485264,0.0002015477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002251767,"threshold_uncertainty_score":0.01190865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3153375861896928,"score_gpt":0.306777067262279,"score_spread":0.00856051892741383,"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."}}