{"id":"W4252003542","doi":"10.1002/cncy.22042","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Cancer Cytopathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Citation; Medicine; Information retrieval; World Wide Web; 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":[0.0001675274,0.0002568057,0.0006590276,0.0002873202,0.00007895788,0.0000322111,0.0002040511,0.0006413407,0.3058152],"category_scores_gemma":[0.00008238341,0.0002206881,0.0001403658,0.000251278,0.0002933245,0.0001178882,0.0001425235,0.0007357553,0.1003845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000385917,"about_ca_system_score_gemma":0.0009591558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001577577,"about_ca_topic_score_gemma":0.00003392418,"domain_scores_codex":[0.9984259,0.00005764143,0.0003710157,0.000321739,0.0003358477,0.0004878296],"domain_scores_gemma":[0.9984773,0.0000298064,0.0001300267,0.0004958644,0.0006433056,0.0002236674],"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":[0.0003450785,0.00001955422,0.0001282949,0.0006754789,0.00003106553,0.00002231861,0.0001896048,0.000001227142,0.0000559781,0.00002100072,0.9105992,0.08791114],"study_design_scores_gemma":[0.001001089,0.0004581612,0.003905141,0.00006541127,0.00008350877,0.00009520905,0.0000305941,0.0000135226,0.0007142497,0.00002873025,0.9934013,0.0002031097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006554862,0.007435855,0.0002677395,0.002909285,0.008735681,0.0006410198,0.0004001235,0.00005333139,0.9789015],"genre_scores_gemma":[0.01143309,0.0144047,0.0002550769,0.01829728,0.01957192,0.0008416132,0.002754615,0.0001082762,0.9323334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2054307,"threshold_uncertainty_score":0.900316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293508063987044,"score_gpt":0.3862902435122387,"score_spread":0.3569394371135343,"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."}}