{"id":"W4234519178","doi":"10.1002/cncy.21965","title":"Issue Information","year":2018,"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; 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":[0.0000707957,0.0003251563,0.0007039389,0.0002011472,0.00006785204,0.00002453964,0.0001215499,0.0005002315,0.02910612],"category_scores_gemma":[0.00001992446,0.0002731214,0.0001564326,0.0001444133,0.0001611571,0.000111909,0.00006701073,0.0003070063,0.06498391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000533614,"about_ca_system_score_gemma":0.0005675434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001421229,"about_ca_topic_score_gemma":0.00002314015,"domain_scores_codex":[0.9987047,0.00003816799,0.0003746924,0.000334379,0.0001847054,0.0003633941],"domain_scores_gemma":[0.9988373,0.00002053057,0.0002487789,0.0005043032,0.0002418646,0.000147203],"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":[0.0001254165,0.00005684614,0.0005838948,0.0002581818,0.00009210459,0.00004126631,0.0002599774,0.000003423929,0.0000522054,0.0000255249,0.9757659,0.02273527],"study_design_scores_gemma":[0.001374165,0.0006339975,0.002983011,0.000294544,0.0002957146,0.0001411892,0.00002924968,0.000002683091,0.001796767,0.0000135362,0.992209,0.0002261501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01840101,0.06907742,0.0003370364,0.01103632,0.04508937,0.002408007,0.00208185,0.0002042867,0.8513647],"genre_scores_gemma":[0.04830011,0.07352969,0.001008781,0.03137128,0.02225892,0.004403956,0.006424718,0.0002200248,0.8124825],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03888218,"threshold_uncertainty_score":0.9999721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449764264946964,"score_gpt":0.3194537443425162,"score_spread":0.3049561016930466,"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."}}