{"id":"W4253539128","doi":"10.1002/cncy.21678","title":"Issue Information","year":2016,"lang":"en","type":"paratext","venue":"Cancer Cytopathology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Mount Sinai Hospital","funders":"","keywords":"Citation; Medicine; Information retrieval; World Wide Web; Library science; Internet privacy; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000226916,0.0002501293,0.0009820288,0.0002913453,0.00007078881,0.00001171046,0.0001664777,0.0008139261,0.05418252],"category_scores_gemma":[0.0001397467,0.0001745936,0.0001157224,0.0001207521,0.0003124147,0.0001111733,0.00009458969,0.000528199,0.09855077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003939638,"about_ca_system_score_gemma":0.001429966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005862588,"about_ca_topic_score_gemma":0.000005843802,"domain_scores_codex":[0.9984787,0.0001051905,0.0004168844,0.0002736994,0.0002341557,0.0004914387],"domain_scores_gemma":[0.9987562,0.00009961407,0.0002022769,0.0004607181,0.0002928191,0.0001883327],"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":[0.0002578007,0.00002647187,0.004313855,0.0004545813,0.00008552803,0.00007365377,0.000188506,2.945011e-7,0.0003594837,0.00007422769,0.9638593,0.03030634],"study_design_scores_gemma":[0.001443578,0.0003537179,0.004278659,0.0003254088,0.0001898275,0.0002574665,0.00002772785,0.000006391741,0.0002262089,0.00004680222,0.9926665,0.0001777395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006806771,0.007219243,0.00155221,0.009033374,0.007403499,0.0009986609,0.0005419477,0.00006138554,0.9663829],"genre_scores_gemma":[0.003527951,0.01653618,0.0004121138,0.005228532,0.003827496,0.0006854282,0.0005672294,0.000044671,0.9691704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04436824,"threshold_uncertainty_score":0.9466821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02819451386168277,"score_gpt":0.3848557982418198,"score_spread":0.356661284380137,"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."}}