{"id":"W2762768761","doi":"10.5114/pg.2017.70477","title":"Long-term evolution of squamous-cell cancer in Plummer-Vinson syndrome","year":2017,"lang":"en","type":"article","venue":"Gastroenterology Review","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Medicine; Squamous cell cancer; Basal cell; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002799036,0.0001565509,0.0008111175,0.00008532903,0.0000481489,0.000002976059,0.0002302242,0.0001021178,0.0003407505],"category_scores_gemma":[0.00008085094,0.0001305522,0.0001412426,0.00004296561,0.0002091554,0.00007047402,0.0001033005,0.0002466114,0.00005254582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000818381,"about_ca_system_score_gemma":0.00004287482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009485988,"about_ca_topic_score_gemma":0.000359235,"domain_scores_codex":[0.9986973,0.0001203475,0.0004471558,0.0002884958,0.0001022919,0.0003443417],"domain_scores_gemma":[0.9988657,0.00001455093,0.0003641025,0.000612343,0.00005753667,0.00008577431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001131937,0.0002004987,0.9922041,0.003732546,0.00001337534,0.0004967806,0.00001087302,4.873197e-7,0.0006080993,0.000008851503,0.0002470564,0.002364183],"study_design_scores_gemma":[0.001660607,0.0009617375,0.9938685,0.002418776,0.0001766884,0.0007106888,0.0000013182,0.00000500762,0.00004462288,0.00001143732,0.00009374014,0.00004685643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062716,0.09023172,0.00005845014,0.002477393,0.0002139227,0.0004732213,0.00001528628,0.00001274793,0.0002456836],"genre_scores_gemma":[0.9786779,0.01967138,0.00006040281,0.001143218,0.00004252401,0.00006810269,0.00001024547,0.00001370938,0.0003125707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07240627,"threshold_uncertainty_score":0.5323762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949753373491786,"score_gpt":0.3157431191346521,"score_spread":0.2962455853997342,"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."}}