{"id":"W4310948953","doi":"10.1245/s10434-022-12928-9","title":"ASO Visual Abstract: Variations in Textbook Oncologic Outcomes following Curative-Intent Resection: Early versus Intermediate Hepatocellular Carcinoma Based on Barcelona Clinic Liver Cancer Criteria and Child–Pugh Classification","year":2022,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Surgical oncology; Hepatocellular carcinoma; Resection; Liver cancer; Cancer; Surgical resection; General surgery; Hepatectomy; Oncology; Internal medicine; Surgery","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":[0.001157323,0.0004579928,0.0005740605,0.002087179,0.0004399192,0.001494694,0.0005868286,0.0008217667,0.1465025],"category_scores_gemma":[0.02034425,0.0001550385,0.0005924389,0.001882169,0.0003151048,0.0008850447,0.0009140488,0.001019868,0.02567649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001452576,"about_ca_system_score_gemma":0.0011189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007189954,"about_ca_topic_score_gemma":0.01125627,"domain_scores_codex":[0.9990043,0.0002050578,0.0001295196,0.00009523823,0.00041405,0.0001517757],"domain_scores_gemma":[0.9915006,0.002670053,0.001125487,0.0002639184,0.003234949,0.00120497],"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":[0.001033581,0.00008036414,0.01735189,0.0004226497,0.00002798394,0.00008556432,0.00008107513,0.0001525451,0.0002025648,0.0003986557,0.9382592,0.04190395],"study_design_scores_gemma":[0.00088062,0.0005708688,0.3935231,0.00231625,0.0002037902,0.001157733,0.001635457,0.001370043,0.001576236,0.004832034,0.5917476,0.0001863602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.120717,0.008474393,0.004068893,0.1001254,0.08078615,0.0009256772,0.3227312,0.003230755,0.3589405],"genre_scores_gemma":[0.5972365,0.00518604,0.006414836,0.03400044,0.02971199,0.0008750082,0.1231808,0.004002511,0.1993919],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1465025,"threshold_uncertainty_score":0.4900998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1295774533143338,"score_gpt":0.4317599940314985,"score_spread":0.3021825407171647,"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."}}