{"id":"W4237632667","doi":"10.1002/cncy.21696","title":"Issue information","year":2013,"lang":"en","type":"paratext","venue":"Cancer Cytopathology","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","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; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007581777,0.0001891023,0.0003295154,0.00001808304,0.000201577,0.00003471453,0.000228346,0.0004702771,0.05863418],"category_scores_gemma":[0.00002827671,0.00007283895,0.00007079355,0.0001490899,0.0001150972,0.000198812,0.0001040432,0.0002550026,0.0628562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004084116,"about_ca_system_score_gemma":0.00002794389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002929002,"about_ca_topic_score_gemma":0.0003575721,"domain_scores_codex":[0.9991024,0.00008199945,0.0002697409,0.0002056271,0.00007574268,0.0002644495],"domain_scores_gemma":[0.9993889,0.0001032593,0.0002196785,0.00005684409,0.0001873229,0.00004401659],"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":[0.000007147359,0.000007838011,0.001190068,0.0000152291,0.00001404933,0.000001148195,0.00006987142,0.00000193724,0.0007253736,0.00006125404,0.9399973,0.05790885],"study_design_scores_gemma":[0.00006083195,0.00007090246,0.03611344,0.00001488227,0.00001437057,0.000006424767,0.0001135859,0.000001860195,0.0001119568,0.00007258056,0.9632422,0.000176956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.394443,0.01539904,0.00001927306,0.03551055,0.02574947,0.001277865,0.001460329,0.0002134142,0.525927],"genre_scores_gemma":[0.05199816,0.0116179,0.00006567532,0.03480768,0.005386819,0.002215379,0.002964183,0.000003412308,0.8909408],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3650138,"threshold_uncertainty_score":0.9422264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057174279788514,"score_gpt":0.2530744969786352,"score_spread":0.2325027541807501,"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."}}