{"id":"W4237269764","doi":"10.1002/cncy.22050","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Cancer Cytopathology","topic":"Bladder and Urothelial Cancer Treatments","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; Internet privacy; Library science; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000639343,0.0003242718,0.0006546637,0.0002022484,0.00007280073,0.00002188142,0.0001335092,0.0005706741,0.04247527],"category_scores_gemma":[0.00001996054,0.0002760299,0.0001376716,0.0001503405,0.0001786215,0.000130566,0.00006014301,0.000349711,0.07703546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003304546,"about_ca_system_score_gemma":0.000774737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001772027,"about_ca_topic_score_gemma":0.00001487073,"domain_scores_codex":[0.9987378,0.00004272925,0.0003489998,0.0003130534,0.0001920133,0.0003654263],"domain_scores_gemma":[0.9989387,0.00001265189,0.0001933394,0.0004606321,0.0002516462,0.0001429826],"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":[0.0002501366,0.00003468506,0.0003654714,0.000286994,0.0000946177,0.0000339713,0.0003772941,0.000001208377,0.0001048784,0.000008976966,0.9782246,0.02021715],"study_design_scores_gemma":[0.001483035,0.0005948019,0.001217475,0.0001985867,0.0002946886,0.000201,0.00002946461,0.00000274838,0.00167866,0.00002179542,0.9940518,0.0002259696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003492047,0.01242057,0.0004411623,0.002628538,0.02700215,0.00129027,0.001413024,0.0001209265,0.9511913],"genre_scores_gemma":[0.01334248,0.009491035,0.0005376667,0.01987174,0.01359175,0.001060963,0.003086444,0.0001295391,0.9388884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0345602,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845531403269022,"score_gpt":0.3274241966522796,"score_spread":0.3089688826195894,"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."}}