{"id":"W2077345541","doi":"10.1016/j.jhep.2010.02.006","title":"The resurrection of alphafetoprotein","year":2010,"lang":"en","type":"letter","venue":"Journal of Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"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":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0006181072,0.0001929029,0.0007900258,0.0002401726,0.00007627002,0.0000102674,0.0001936442,0.001412545,0.0001122859],"category_scores_gemma":[0.0002524006,0.0001102063,0.0005162992,0.0001162874,0.00018912,0.0000340874,0.00002640707,0.003796904,0.00001563053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006143637,"about_ca_system_score_gemma":0.0003906525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005565312,"about_ca_topic_score_gemma":0.00001104273,"domain_scores_codex":[0.9981828,0.0002376615,0.0008148371,0.0001279703,0.0003849708,0.0002517324],"domain_scores_gemma":[0.9976329,0.0003778631,0.001130848,0.0003321019,0.0004663661,0.00005996045],"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":[0.000398445,0.0000616609,0.204467,0.0001340287,0.0005525599,0.002789174,0.00004437237,1.557449e-8,0.001212323,0.00003217135,0.7773203,0.01298792],"study_design_scores_gemma":[0.0008625365,0.0009928686,0.0006729573,0.0001090342,0.00063324,0.005731327,0.000006889239,0.00002215011,0.009206389,0.00047826,0.9811968,0.00008752703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1237331,0.006133263,0.00002733249,0.8634285,0.002936532,0.0004173587,0.00000699043,0.00001096164,0.003305972],"genre_scores_gemma":[0.8353728,0.002503363,0.001554125,0.1459607,0.01003562,0.00002969123,0.00006403655,0.0001112423,0.004368403],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7174678,"threshold_uncertainty_score":0.9998838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04341841437992288,"score_gpt":0.2634930726647267,"score_spread":0.2200746582848038,"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."}}