{"id":"W2120855510","doi":"10.4021/gr2009.12.1326","title":"The Value of Survivin Gene and Proliferation of Hepatocytes in Screening for Hepatocellular Carcinomain","year":2009,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cirrhosis; Survivin; Hepatocellular carcinoma; Medicine; Proliferating cell nuclear antigen; Immunostaining; Cell growth; Cancer research; Pathology; Immunohistochemistry; Gastroenterology; Internal medicine; Cancer; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005536193,0.0001829436,0.0001598642,0.000994919,0.0001224659,0.0002742159,0.0001128611,0.0002179823,0.0006304678],"category_scores_gemma":[0.001293764,0.0001169712,0.00011317,0.0002876743,0.0002439638,0.0002034776,0.0001410983,0.0001985873,0.0001395438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977193,"about_ca_system_score_gemma":0.0001100867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003987897,"about_ca_topic_score_gemma":0.000434564,"domain_scores_codex":[0.9997504,0.00008594443,0.00002521538,0.00004600849,0.00005980038,0.00003255193],"domain_scores_gemma":[0.9994192,0.000244134,0.0001171395,0.00002403955,0.0001130967,0.0000824812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009332845,0.00007120271,0.9413903,0.00006774948,0.00003068474,0.0004624449,0.0001110318,0.0001072089,0.03640692,0.00002780775,0.00009243298,0.02029898],"study_design_scores_gemma":[0.00003366744,0.001495651,0.9533184,0.00002984933,0.00015406,0.004780376,0.0002936203,0.002083141,0.03658692,0.00009996694,0.001112214,0.00001209023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955106,0.002807791,0.0009143885,0.00004992439,0.00001198581,0.00001591315,0.00005346602,0.00001837092,0.0006175234],"genre_scores_gemma":[0.9988286,0.0003809989,0.0005356367,0.0000142346,0.00001073741,0.000008595945,0.0000634914,0.000001520763,0.0001562161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000994919,"threshold_uncertainty_score":0.002927899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1133112265764361,"score_gpt":0.3398256962607076,"score_spread":0.2265144696842715,"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."}}