{"id":"W4246954902","doi":"10.1002/cncy.21529","title":"Issue information","year":2015,"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":[0.000101674,0.0003246046,0.0007724658,0.0002006986,0.00004203538,0.00002289035,0.0001141745,0.0004917268,0.009749572],"category_scores_gemma":[0.0000276687,0.0002726537,0.0001356309,0.0001477522,0.00009320618,0.0001217501,0.00006562869,0.0003743439,0.03938362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008537623,"about_ca_system_score_gemma":0.001075567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001954898,"about_ca_topic_score_gemma":0.00002120922,"domain_scores_codex":[0.9986871,0.00004362374,0.0003733525,0.000304069,0.0002455277,0.0003463397],"domain_scores_gemma":[0.998724,0.00001759332,0.0002406484,0.0004711804,0.0003258218,0.0002207011],"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":[0.0001293988,0.00006052408,0.0004606023,0.0002254574,0.00007956326,0.00006543075,0.0003051872,0.00002263096,0.00002504062,0.00002862846,0.9696105,0.02898707],"study_design_scores_gemma":[0.001874193,0.000475749,0.001247097,0.0002216376,0.0003008605,0.0001681727,0.00005327188,0.000003344731,0.0005134704,0.00002127225,0.9948934,0.0002275197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00730131,0.1249162,0.0001518829,0.01071436,0.03031905,0.001975758,0.001967963,0.0001647858,0.8224887],"genre_scores_gemma":[0.04261189,0.0666047,0.0007620692,0.02481582,0.01277709,0.004785321,0.0091883,0.0002229006,0.8382319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05831152,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268400913737425,"score_gpt":0.3310170778790059,"score_spread":0.3083330687416317,"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."}}