{"id":"W2003674640","doi":"10.1111/j.1476-5829.2011.00279.x","title":"Current status of canine cancer registration – report from an international workshop","year":2011,"lang":"en","type":"article","venue":"Veterinary and Comparative Oncology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Norwegian; Harmonization; Population; Identification (biology); Coding (social sciences); Medicine; Cancer; Family medicine; Medical physics; Veterinary medicine; Environmental health; Biology; Internal medicine; Sociology","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":[],"category_scores_codex":[0.0001700667,0.0001349577,0.000429992,0.0001113281,0.00004953352,0.000005183172,0.0001117857,0.0001054716,0.000956699],"category_scores_gemma":[0.00003968218,0.0001216696,0.00003794758,0.00009834585,0.0003587102,0.0001973469,0.0001091002,0.0002592022,0.000005335653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677549,"about_ca_system_score_gemma":0.0004038932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009956786,"about_ca_topic_score_gemma":0.0002387679,"domain_scores_codex":[0.9986767,0.0001980494,0.0003725119,0.0003515159,0.0001585024,0.0002426965],"domain_scores_gemma":[0.9990214,0.00009321122,0.000222351,0.0002500208,0.0002099023,0.000203192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02881655,0.004913653,0.6100274,0.0001232998,0.0008763638,0.008569728,0.01989956,0.00001397627,0.2121835,0.001594192,0.002851516,0.1101304],"study_design_scores_gemma":[0.0021992,0.01374359,0.8571134,0.00009703307,0.00008705026,0.004169213,0.001368995,0.0006878938,0.0008339012,0.0002015669,0.1193186,0.0001794801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821853,0.0009146346,0.0002628053,0.0002986533,0.000575336,0.0002775597,0.00004688039,0.00002390087,0.01541493],"genre_scores_gemma":[0.9952431,0.0007651998,0.003104265,0.00005834863,0.0001841245,0.00009457638,0.0001743904,0.000007446262,0.0003685527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2470861,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.394690008118224,"score_gpt":0.5134677500959013,"score_spread":0.1187777419776773,"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."}}