{"id":"W4253220756","doi":"10.1002/cncy.21591","title":"Issue information","year":2014,"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":"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008336499,0.0003294699,0.0008062294,0.0001968726,0.00005715786,0.00002315976,0.0001154598,0.0004930907,0.01337713],"category_scores_gemma":[0.00002257702,0.00027749,0.000170134,0.00011698,0.00009379413,0.0000853946,0.00005482797,0.0003718859,0.04137555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004552767,"about_ca_system_score_gemma":0.0004068262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000146612,"about_ca_topic_score_gemma":0.00001814133,"domain_scores_codex":[0.9987063,0.00005079732,0.000386898,0.0003207735,0.0001835538,0.000351645],"domain_scores_gemma":[0.9988881,0.00003091905,0.0002628579,0.0005033539,0.0001629591,0.0001517563],"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":[0.00009351507,0.00004910211,0.0006665335,0.0003801536,0.00007942814,0.00002918597,0.0001607764,0.00002415947,0.00004883616,0.00007006274,0.9527954,0.04560289],"study_design_scores_gemma":[0.00152241,0.0004386781,0.003130585,0.0002809872,0.0002952979,0.0001229433,0.00001746848,0.000006258021,0.0009272581,0.00001330563,0.9930138,0.0002309947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01071488,0.06965058,0.001101019,0.0158961,0.0380348,0.002438496,0.001322163,0.0002220933,0.8606198],"genre_scores_gemma":[0.1246289,0.07325053,0.0008963117,0.04863069,0.01665469,0.005511542,0.007620958,0.0002554625,0.7225509],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1380689,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176283569010276,"score_gpt":0.3055372549537981,"score_spread":0.2937744192636954,"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."}}