{"id":"W4297831032","doi":"10.1097/sla.0000000000005668","title":"An International Expert Delphi Consensus on Defining Textbook Outcome in Liver Surgery (TOLS)","year":2022,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Delphi method; Delphi; Consensus conference; Outcome (game theory); General surgery; Surgery; Internal medicine; Statistics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.297647,0.001644926,0.00134286,0.005709918,0.004474676,0.004146958,0.003658351,0.003083419,0.003388638],"category_scores_gemma":[0.2186446,0.0009825933,0.002146917,0.003483671,0.008047822,0.006708126,0.01781134,0.004101828,0.0008184334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008236877,"about_ca_system_score_gemma":0.03724985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00243786,"about_ca_topic_score_gemma":0.001852422,"domain_scores_codex":[0.6120163,0.3290336,0.02256273,0.005316731,0.02412817,0.006942434],"domain_scores_gemma":[0.8047571,0.1063848,0.01052016,0.008693434,0.06457467,0.005069878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001074542,0.0007248669,0.01904724,0.01400227,0.0004160932,0.001186817,0.3693106,0.006874487,0.01042718,0.09301667,0.05040076,0.4335185],"study_design_scores_gemma":[0.0007566736,0.002887592,0.03617765,0.03477763,0.0004098536,0.002318947,0.4597102,0.02637532,0.01050085,0.1671676,0.2578753,0.001042426],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2784128,0.005523989,0.4971207,0.04620343,0.003413045,0.07512612,0.001298166,0.0004869592,0.09241469],"genre_scores_gemma":[0.6208567,0.002636736,0.3245232,0.005291003,0.0003273075,0.04256558,0.0006938826,0.000133733,0.002971976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.297647,"threshold_uncertainty_score":0.8661262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5903564547934907,"score_gpt":0.3773528649296644,"score_spread":0.2130035898638264,"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."}}