{"id":"W3021850557","doi":"","title":"Radio frequency ablation for primary liver cancer: an evidence-based analysis.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Liver cancer; Hepatocellular carcinoma; Cancer; Liver transplantation; Incidence (geometry); Hepatitis B; Surgery; Cancer registry; Internal medicine; Stage (stratigraphy); Transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006102066,0.0008453472,0.003624319,0.003155822,0.0003065431,0.001442406,0.000730558,0.001018842,0.005104763],"category_scores_gemma":[0.01194704,0.0003951346,0.005404708,0.004908782,0.0002875386,0.0006326631,0.000458293,0.0008000871,0.0003784071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003339871,"about_ca_system_score_gemma":0.004936718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007165488,"about_ca_topic_score_gemma":0.02712891,"domain_scores_codex":[0.9957494,0.001640535,0.0009549966,0.000247969,0.001270734,0.000136443],"domain_scores_gemma":[0.9920416,0.00264457,0.003755875,0.00007943956,0.001286075,0.0001923807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01755959,0.0004860018,0.03739546,0.4536241,0.08784397,0.0004481754,0.0001167394,0.00125513,0.001267759,0.0003788517,0.01116811,0.3884561],"study_design_scores_gemma":[0.02217003,0.009809386,0.2053624,0.2414443,0.4420672,0.001941603,0.0002763739,0.001331052,0.0009642949,0.00075936,0.07374406,0.0001299905],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006709356,0.9890797,0.0001705381,0.001073437,0.0001167688,0.0005055273,0.001293146,0.000009445159,0.001042272],"genre_scores_gemma":[0.1779043,0.8156946,0.001620408,0.00161676,0.0003885964,0.0005218829,0.001772334,0.000007638658,0.0004735204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007165488,"threshold_uncertainty_score":0.03227121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215019840110324,"score_gpt":0.2691099828526748,"score_spread":0.1476079988416424,"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."}}