{"id":"W2622687272","doi":"10.5604/01.3001.0010.0269","title":"Hepatocellular Carcinoma: Pay Now or Pay More Later","year":2017,"lang":"en","type":"letter","venue":"Annals of Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Carcinoma; General surgery; Oncology; Internal 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":[0.002721305,0.0006888256,0.001346843,0.0008097485,0.005782365,0.006086242,0.001339789,0.07650998,0.0182932],"category_scores_gemma":[0.02562883,0.0006928922,0.001400216,0.0008348607,0.003407166,0.004018404,0.002189418,0.04340282,0.01061557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007171262,"about_ca_system_score_gemma":0.008637369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009031121,"about_ca_topic_score_gemma":0.01670358,"domain_scores_codex":[0.9969459,0.0007879314,0.0003369832,0.0002594271,0.0007982125,0.0008716633],"domain_scores_gemma":[0.9937459,0.002221742,0.0004855101,0.0001793941,0.000894994,0.002472421],"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":[0.00005868921,0.00006163659,0.001516137,0.00003025294,0.00001621617,0.002576248,0.00009647789,0.00008295581,0.0001343584,0.004128292,0.9827095,0.00858919],"study_design_scores_gemma":[0.0003184286,0.0001467774,0.003572924,0.000689065,0.00006225649,0.005326434,0.001271298,0.001026541,0.0003438194,0.02599848,0.9611041,0.0001398337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004628822,0.0005315404,0.00004448627,0.9816133,0.01167668,0.0000107617,0.0000323815,0.00001337946,0.005614704],"genre_scores_gemma":[0.004887708,0.0008684317,0.0001064472,0.9448462,0.03417602,0.00002549896,0.00003553155,0.00002327415,0.01503086],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07650998,"threshold_uncertainty_score":0.06119686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07883509420256653,"score_gpt":0.3347067257711386,"score_spread":0.2558716315685721,"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."}}