{"id":"W3121512949","doi":"10.1111/his.14344","title":"Histopathological diagnosis of tumour deposits in colorectal cancer: a Delphi consensus study","year":2021,"lang":"en","type":"article","venue":"Histopathology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"KWF Kankerbestrijding","keywords":"Medicine; Perineural invasion; Colorectal cancer; Lymphovascular invasion; Delphi method; Terminology; Likert scale; Delphi; Consensus conference; Cancer; Radiology; General surgery; Oncology; Pathology; Internal medicine; Metastasis; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002397992,0.0002461286,0.0009768686,0.0001931425,0.00005141081,0.000003956392,0.0001048989,0.0001850457,0.0003488048],"category_scores_gemma":[0.0004811733,0.0002282283,0.0001683725,0.0005624634,0.0002575879,0.00001982642,0.0001413506,0.0003212223,0.00001900651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007270129,"about_ca_system_score_gemma":0.0003883127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003405297,"about_ca_topic_score_gemma":0.002885163,"domain_scores_codex":[0.9976417,0.0004194912,0.0006161746,0.0006539609,0.0002765025,0.0003921561],"domain_scores_gemma":[0.9989098,0.0002759318,0.0001636485,0.0002717012,0.0002219493,0.0001569734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001101116,0.003113932,0.9174879,0.00004450028,0.00001428622,0.03918286,0.001031613,0.000008632471,0.03577537,0.00005066665,0.0001492678,0.002039884],"study_design_scores_gemma":[0.004303716,0.002155761,0.978837,0.00007070386,0.0001886353,0.002354784,0.0003850706,0.00001352684,0.0109812,0.00004753221,0.0004841397,0.0001779547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906808,0.005052644,0.000003300495,0.0006479559,0.0004847668,0.0007039413,0.00002623635,0.00006070909,0.002339682],"genre_scores_gemma":[0.9981385,0.000223903,0.0004439361,0.0002005859,0.00005372777,0.0006802329,0.00001355515,0.00002662176,0.0002188896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06134911,"threshold_uncertainty_score":0.930688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03379242460652632,"score_gpt":0.3171810987389641,"score_spread":0.2833886741324377,"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."}}