{"id":"W2531676373","doi":"10.1111/liv.13184","title":"Alpha‐foetoprotein: further evidence to add a biological marker to refine Milan criteria","year":2016,"lang":"en","type":"letter","venue":"Liver International","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; University of Alberta","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001395276,0.0004261796,0.0004664946,0.0002828503,0.00004084573,0.00007555541,0.0004588203,0.0003817349,0.02866213],"category_scores_gemma":[0.000239887,0.0002791006,0.0003020887,0.0001009013,0.00005441803,0.0001018438,0.0003076781,0.0003679591,0.005185919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004106414,"about_ca_system_score_gemma":0.00009424356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001386049,"about_ca_topic_score_gemma":0.0000109641,"domain_scores_codex":[0.9974609,0.00009309452,0.00037613,0.0008746558,0.0007625159,0.0004326858],"domain_scores_gemma":[0.9984644,0.0002445221,0.0001032361,0.000535847,0.0003439404,0.0003080303],"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":[0.0005542686,0.0001503728,0.008756148,0.00005174738,0.0005859701,0.00248984,0.0001201414,6.666174e-8,0.0003985992,0.00003401829,0.9788458,0.008013023],"study_design_scores_gemma":[0.0007169969,0.0005379877,0.08654104,0.001933291,0.0001522408,0.00007034098,0.000005387657,0.000003097421,0.0002806722,0.00005385044,0.9093723,0.0003327414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01832784,0.0007471969,0.0000927951,0.9719966,0.001409737,0.0013535,0.001080283,0.00009960673,0.004892429],"genre_scores_gemma":[0.03547633,0.0002950928,0.001987102,0.9200608,0.01147521,0.001033747,0.0007427462,0.00007510454,0.02885394],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0777849,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08091379658685213,"score_gpt":0.3437532138401824,"score_spread":0.2628394172533303,"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."}}