{"id":"W2070886240","doi":"10.1111/j.1477-2574.2012.00541.x","title":"Radiofrequency ablation compared to resection in early‐stage hepatocellular carcinoma","year":2012,"lang":"en","type":"article","venue":"HPB","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Hepatocellular carcinoma; Radiofrequency ablation; Stage (stratigraphy); Resection; Ablation; Radiology; Carcinoma; Oncology; Surgery; 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":[0.0006231403,0.0001739457,0.0008741166,0.0001771295,0.0001061536,0.0002809407,0.0001337707,0.0003188784,0.001866696],"category_scores_gemma":[0.001768691,0.00007906721,0.0007914188,0.0001906026,0.0001957197,0.0004440228,0.0001762095,0.0004673002,0.000147208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000209198,"about_ca_system_score_gemma":0.0002275542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005699552,"about_ca_topic_score_gemma":0.0009338106,"domain_scores_codex":[0.9997612,0.0001317839,0.00001819606,0.00002128537,0.00002266356,0.00004484394],"domain_scores_gemma":[0.9991227,0.0005788124,0.0001180278,0.00003797228,0.00002347875,0.000119081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5968902,0.001949481,0.1191858,0.0009543964,0.001863798,0.0004622628,0.000229923,0.001968521,0.01629808,0.0003112571,0.0008234424,0.2590627],"study_design_scores_gemma":[0.0138408,0.1116106,0.8539937,0.0002138133,0.004838415,0.001269627,0.0005750401,0.003556471,0.006184197,0.001084185,0.002752615,0.0000804981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918042,0.006744303,0.0001833673,0.0002765533,0.0001077862,0.00001125098,0.00003972855,0.00000811243,0.000824593],"genre_scores_gemma":[0.9989973,0.0006392453,0.00004492264,0.00003999719,0.00006198437,0.000005244928,0.00002604554,0.000001605763,0.0001837535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001866696,"threshold_uncertainty_score":0.006244719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08261628200650117,"score_gpt":0.2746780218890237,"score_spread":0.1920617398825226,"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."}}