{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004157681,0.0001870845,0.0004230393,0.001207936,0.0002900989,0.0006465603,0.0003220356,0.0006695584,0.002644689],"category_scores_gemma":[0.001531493,0.00009539726,0.0003066331,0.001076508,0.0002271378,0.0007609523,0.0003506089,0.0007743997,0.0006816306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004468992,"about_ca_system_score_gemma":0.000476129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002589426,"about_ca_topic_score_gemma":0.002934356,"domain_scores_codex":[0.9997939,0.00003862316,0.00003271837,0.00003392827,0.00007163981,0.00002905406],"domain_scores_gemma":[0.9995271,0.000152956,0.0001071831,0.00001747038,0.0001278653,0.0000674015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004220868,0.00006194934,0.04067421,0.005753739,0.0001875045,0.02984736,0.0005170534,0.0003695058,0.005392485,0.002575163,0.07414031,0.8400586],"study_design_scores_gemma":[0.00005212351,0.00035214,0.1181536,0.01030914,0.0007044174,0.3439682,0.001777268,0.0006468439,0.005653463,0.00523773,0.5130236,0.0001214545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02407398,0.9607841,0.0007202925,0.004487268,0.001210368,0.00002060993,0.00036896,0.00005972098,0.008274711],"genre_scores_gemma":[0.2100669,0.777021,0.001241182,0.002066097,0.00143566,0.00002508978,0.001362273,0.0000349661,0.006746774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002644689,"threshold_uncertainty_score":0.008847356,"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."}}