{"id":"W2903880183","doi":"10.1111/his.13736","title":"Datasets for the reporting of neoplasia of the testis: recommendations from the International Collaboration on Cancer Reporting","year":2018,"lang":"en","type":"review","venue":"Histopathology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Calgary Laboratory Services; University of Calgary; Princess Margaret Cancer Centre","funders":"Indian Council for Cultural Relations","keywords":"Medicine; Cancer; Testicular cancer; MEDLINE; Family medicine; Political science; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1771605,0.001650525,0.005198495,0.01978353,0.00187604,0.006463906,0.009393482,0.00445356,0.01590918],"category_scores_gemma":[0.4030334,0.002001916,0.00886775,0.02424574,0.002349373,0.005337066,0.009504957,0.007590767,0.008081057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006619273,"about_ca_system_score_gemma":0.04097316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02763303,"about_ca_topic_score_gemma":0.02300191,"domain_scores_codex":[0.7991184,0.0787352,0.09189987,0.005241205,0.02204539,0.002959941],"domain_scores_gemma":[0.5505065,0.1845546,0.0736779,0.05125316,0.1332095,0.006798395],"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":[0.0006709349,0.0001167497,0.008732126,0.07115804,0.001621474,0.0001723485,0.001209791,0.0009955629,0.0007648635,0.01781592,0.7152553,0.1814869],"study_design_scores_gemma":[0.0004634684,0.00006826871,0.01190581,0.07057603,0.001232614,0.0002419378,0.0005198221,0.0002891022,0.0007207245,0.006244716,0.9075397,0.0001978241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.003311484,0.07536487,0.05875897,0.0841998,0.01241644,0.02973443,0.7032753,0.002873803,0.03006502],"genre_scores_gemma":[0.01273104,0.05859313,0.1982654,0.02476165,0.001824827,0.07703594,0.6205173,0.001372539,0.004898185],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8228395,"threshold_uncertainty_score":0.9369253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253443585706797,"score_gpt":0.4376183369678865,"score_spread":0.3122739783972067,"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."}}