{"id":"W2982021243","doi":"10.1186/s12876-019-1090-1","title":"Partial ALPPS versus complete ALPPS for staged hepatectomy","year":2019,"lang":"en","type":"review","venue":"BMC Gastroenterology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Planning Project of Guangdong Province; Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Medicine; Hepatectomy; Confidence interval; Odds ratio; Surgery; Muscle hypertrophy; Internal medicine; Resection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003098979,0.0007513805,0.00330351,0.0002886297,0.0000884598,0.0000283268,0.000282482,0.0004997432,0.0003178191],"category_scores_gemma":[0.00008545923,0.000607507,0.001719537,0.0001191301,0.000117439,0.00004774141,0.0001325484,0.0004562688,0.0006252842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002116333,"about_ca_system_score_gemma":0.0002859715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002166776,"about_ca_topic_score_gemma":0.00005706376,"domain_scores_codex":[0.9965532,0.000447163,0.0008651633,0.0008915749,0.0002348348,0.001008048],"domain_scores_gemma":[0.9979285,0.0004460025,0.0004361296,0.0008083308,0.00009811594,0.00028294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02603887,0.001741229,0.3460187,0.1282999,0.01046201,0.0007890745,0.0001404249,0.000001142875,0.00001721332,0.0002435326,0.01776197,0.4684859],"study_design_scores_gemma":[0.009370141,0.005517444,0.0001543487,0.001509038,0.007210246,0.0001743626,0.000006642163,0.000142001,0.000003151642,0.000002732433,0.9756576,0.000252259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00398371,0.9860582,0.0009708291,0.0001045542,0.001847176,0.006053102,0.000639396,0.0001551878,0.0001878485],"genre_scores_gemma":[0.002910307,0.9846898,0.003014369,0.0002087883,0.001023563,0.002014212,0.004882607,0.0002303627,0.001025977],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9578956,"threshold_uncertainty_score":0.9996376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3627657824772512,"score_gpt":0.3678519204137015,"score_spread":0.005086137936450297,"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."}}