{"id":"W2941854228","doi":"10.1111/his.13877","title":"Dataset for reporting of carcinoma of the urethra (in urethrectomy specimens): recommendations from the International Collaboration on Cancer Reporting (ICCR)","year":2019,"lang":"en","type":"review","venue":"Histopathology","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; McGill University Health Centre; University of Toronto","funders":"Indian Council for Cultural Relations","keywords":"Medicine; General partnership; Family medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.218799,0.001481409,0.003309648,0.01573055,0.00299901,0.008939927,0.01016277,0.006160251,0.01167673],"category_scores_gemma":[0.4094226,0.002123551,0.006627111,0.01850027,0.00296652,0.007203384,0.01175595,0.008311179,0.01070202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009367065,"about_ca_system_score_gemma":0.05078953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03460352,"about_ca_topic_score_gemma":0.02858221,"domain_scores_codex":[0.758179,0.09258121,0.1012939,0.007907887,0.0346814,0.005356564],"domain_scores_gemma":[0.4214068,0.1786756,0.08037271,0.09262332,0.2147913,0.01213023],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007706179,0.0002215839,0.01836159,0.01980393,0.0005228064,0.000261425,0.001762811,0.00180437,0.001914952,0.01553904,0.8487634,0.09027351],"study_design_scores_gemma":[0.000499111,0.00017881,0.02991605,0.01997552,0.000392578,0.0002871006,0.001257698,0.0008820488,0.001999143,0.00418657,0.9401571,0.0002681959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0067215,0.004716838,0.08758705,0.0605768,0.007685548,0.04925264,0.7473105,0.003127458,0.0330217],"genre_scores_gemma":[0.01436473,0.003520606,0.2452453,0.0134332,0.0009684547,0.05730337,0.6595266,0.001079113,0.004558606],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7812009,"threshold_uncertainty_score":0.9633598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2386918564934329,"score_gpt":0.4608701981418349,"score_spread":0.2221783416484021,"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."}}