{"id":"W4246836939","doi":"10.1002/cncy.21903","title":"Issue Information","year":2017,"lang":"en","type":"paratext","venue":"Cancer Cytopathology","topic":"Thyroid Cancer Diagnosis and Treatment","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":[0.00007113782,0.000326241,0.0007897145,0.000166091,0.0001399981,0.00005170893,0.0001920845,0.000505534,0.01123761],"category_scores_gemma":[0.00003273658,0.0002758542,0.0001787631,0.00004632946,0.0001433189,0.0001618137,0.00008145116,0.000390167,0.03248617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004692302,"about_ca_system_score_gemma":0.0006600048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002726396,"about_ca_topic_score_gemma":0.00003083133,"domain_scores_codex":[0.9987906,0.0000301555,0.0003282785,0.0003229848,0.0001786597,0.0003493409],"domain_scores_gemma":[0.9984218,0.00001839189,0.00040797,0.0008313686,0.0001727587,0.0001476586],"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":[0.0001053514,0.00005215333,0.000954552,0.0003113257,0.00009864394,0.0000949112,0.0001771665,0.000006850522,0.00004226183,0.00003342731,0.9340123,0.06411107],"study_design_scores_gemma":[0.00156142,0.0003182348,0.007317283,0.000374796,0.0003149643,0.0001448638,0.0000174768,0.000002096494,0.0009231152,0.00001314006,0.988785,0.000227564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005707703,0.07223006,0.0001257034,0.01193661,0.03119215,0.001702802,0.001671267,0.0001092317,0.8753245],"genre_scores_gemma":[0.05567583,0.08817643,0.0003424481,0.01079592,0.008768171,0.003121788,0.003875859,0.0001312712,0.8291123],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06388351,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978792079265986,"score_gpt":0.3396177004997564,"score_spread":0.3198297797070965,"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."}}