{"id":"W4241491021","doi":"10.1002/cncy.21669","title":"Issue information","year":2016,"lang":"en","type":"paratext","venue":"Cancer Cytopathology","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","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":[0.0002901883,0.0002515067,0.000738362,0.0003500267,0.0001164461,0.00007209776,0.0003694238,0.0003406328,0.2465479],"category_scores_gemma":[0.00004505568,0.0002486969,0.0001477456,0.0001027288,0.0002058497,0.0003982119,0.0001803301,0.0001737194,0.8074519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002847441,"about_ca_system_score_gemma":0.00005911817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018539,"about_ca_topic_score_gemma":0.000004827889,"domain_scores_codex":[0.998377,0.00001148749,0.0006816773,0.0004836468,0.00002298295,0.000423177],"domain_scores_gemma":[0.9987719,0.00002329501,0.0006656158,0.000418397,0.00005017228,0.00007060556],"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":[0.000007942862,0.000006228575,0.0001825065,0.00005293653,0.00004030718,0.000001610331,0.0003427051,0.000008767818,0.000001332117,0.008527176,0.988347,0.002481471],"study_design_scores_gemma":[0.0003474698,0.00001944842,0.0001265929,0.00003253567,0.000007278989,0.000003631475,0.00006254784,0.000006326739,0.00001553554,0.0009900709,0.9980672,0.0003213413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008896097,0.009612827,0.0006442416,0.0008311273,0.05455133,0.0001809527,0.008573567,0.00002750472,0.9254895],"genre_scores_gemma":[0.0005462461,0.007818285,0.00005970169,0.00134035,0.001255854,0.0001505467,0.0001315728,0.00002222447,0.9886752],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.560904,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019447971002103,"score_gpt":0.2401416038577565,"score_spread":0.2099471241477354,"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."}}