{"id":"W1968590490","doi":"10.1136/bmj.b5039","title":"Hepatocellular carcinoma for the non-specialist","year":2009,"lang":"en","type":"review","venue":"BMJ","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Carcinoma; General surgery; Internal medicine; Radiology","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":[0.0004568567,0.0002808488,0.0006291188,0.0008820191,0.0002193912,0.0009234907,0.0005020866,0.001358044,0.2544962],"category_scores_gemma":[0.004449753,0.0001381894,0.0005875455,0.0006426494,0.0002393918,0.0009745312,0.0007810318,0.001214559,0.1206601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004093774,"about_ca_system_score_gemma":0.0007632629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067041,"about_ca_topic_score_gemma":0.002393207,"domain_scores_codex":[0.9996083,0.0001067131,0.00006541501,0.00004121339,0.0001269789,0.00005134096],"domain_scores_gemma":[0.9981894,0.0005861169,0.000210296,0.0001115281,0.0005472628,0.0003554257],"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":[0.00001832806,0.00000794361,0.0001918285,0.001726886,0.000008765664,0.0001799563,0.00002841018,0.000008658239,0.00008899847,0.0005021633,0.8757917,0.1214464],"study_design_scores_gemma":[0.00002376611,0.00001708714,0.000909694,0.002236303,0.000009451124,0.001186563,0.00005603642,0.00001053528,0.00002868432,0.0004346686,0.9950827,0.000004513683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002109785,0.3222613,0.001917458,0.1534679,0.09408382,0.0007386986,0.006080074,0.0007320922,0.4186088],"genre_scores_gemma":[0.02123719,0.3027084,0.001997885,0.07745865,0.09111761,0.0006224494,0.005804744,0.000301667,0.4987514],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2544962,"threshold_uncertainty_score":0.8513744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.16554393504559,"score_gpt":0.3514501653424704,"score_spread":0.1859062302968805,"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."}}