{"id":"W1963763477","doi":"10.5812/hepatmon.9308","title":"Different Faces of Hepatocellular Carcinoma as a Health Threat in 21st Century","year":2013,"lang":"en","type":"article","venue":"Hepatitis Monthly","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Kowsar; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003956942,0.0001989496,0.0005176662,0.000117596,0.0000380907,0.00001500873,0.00006212518,0.00005863073,0.0006204165],"category_scores_gemma":[0.0000160061,0.0001524173,0.0001370224,0.0001131895,0.00004691779,0.0000831403,0.00004177773,0.00008728917,0.00009293656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083868,"about_ca_system_score_gemma":0.0001116058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06367635,"about_ca_topic_score_gemma":0.001233609,"domain_scores_codex":[0.9986718,0.00006011306,0.0003736421,0.0002840812,0.0002971197,0.0003132588],"domain_scores_gemma":[0.999169,0.00004164409,0.0001142216,0.0003221136,0.00006856661,0.000284452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000242606,0.001067825,0.9909683,0.0001819062,0.0000621713,0.0001006822,0.000578249,0.000001513734,0.00007176869,0.000379508,0.0006952753,0.005868465],"study_design_scores_gemma":[0.001654607,0.0006817135,0.9944488,0.0002984998,0.00005139802,0.000003473754,0.0002673153,0.0005759587,0.001472623,0.0001737589,0.000256654,0.0001152431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851976,0.00939192,7.14677e-7,0.001200457,0.00009986386,0.001254132,0.00007741331,0.00002908278,0.002748815],"genre_scores_gemma":[0.9947739,0.004135793,0.0000459355,0.0004368536,0.0000344541,0.000306086,0.0001504767,0.0000224101,0.00009410293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06244274,"threshold_uncertainty_score":0.9425587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336397935312389,"score_gpt":0.2417402793695377,"score_spread":0.2283763000164138,"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."}}