{"id":"W4238782170","doi":"10.1002/cncy.21655","title":"Issue information","year":2013,"lang":"en","type":"paratext","venue":"Cancer Cytopathology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","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":[0.00004613087,0.0003821786,0.0004131803,0.00009146761,0.00009335497,0.00003140323,0.0002707715,0.0006089316,0.004081449],"category_scores_gemma":[0.00002635684,0.000356035,0.000121874,0.00007663204,0.0001664748,0.00000958141,0.0002331622,0.0001973806,0.01900513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009779533,"about_ca_system_score_gemma":0.0002393613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002349544,"about_ca_topic_score_gemma":0.00004248619,"domain_scores_codex":[0.9987296,0.00006441527,0.0002992596,0.0004089983,0.0001109262,0.0003867995],"domain_scores_gemma":[0.9989714,0.000008198666,0.000242149,0.0004984245,0.0002058313,0.00007399394],"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":[0.00004774516,0.00001749704,0.0002868299,0.00007855014,0.0001059785,0.000002250182,0.0001074231,0.00003860683,0.001626649,0.00001086384,0.9826963,0.01498131],"study_design_scores_gemma":[0.0005092609,0.0001006553,0.001670931,0.00003586155,0.000060525,0.00003722496,0.00004936816,0.000001082704,0.005629392,0.00001104009,0.9915454,0.0003491981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04555381,0.1437025,0.002966788,0.007762998,0.06496675,0.003224399,0.006786926,0.0001630437,0.7248728],"genre_scores_gemma":[0.08669555,0.06860929,0.001301717,0.01953626,0.02127978,0.007496173,0.02228419,0.0003377553,0.7724593],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07509322,"threshold_uncertainty_score":0.9998891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007495219278749279,"score_gpt":0.2696236515541946,"score_spread":0.2621284322754453,"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."}}