{"id":"W4200445204","doi":"10.3390/curroncol28060447","title":"Pathological Features and Prognostication in Colorectal Cancer","year":2021,"lang":"en","type":"review","venue":"Current Oncology","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perineural invasion; Colorectal cancer; KRAS; Pathological; Tumor budding; Lymph node; Oncology; Pathological staging; Stage (stratigraphy); Cancer; Adjuvant therapy; Disease; Microsatellite instability; Internal medicine; Pathology; Metastasis; Lymph node metastasis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009964652,0.0002737573,0.001816644,0.0001181896,0.00004279696,0.00001040548,0.00004667406,0.0003023339,0.0000716865],"category_scores_gemma":[0.000207253,0.0001806298,0.0001639888,0.0002334143,0.0001410597,0.00001492225,0.0001224054,0.0005064841,0.000004821291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006258116,"about_ca_system_score_gemma":0.0006203869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001467843,"about_ca_topic_score_gemma":0.0002301182,"domain_scores_codex":[0.998693,0.0001663955,0.0003329475,0.0004679812,0.0001029832,0.0002366554],"domain_scores_gemma":[0.9993684,0.0002493286,0.000137278,0.00008965214,0.00007388433,0.00008146658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003352254,0.0004543489,0.004661119,0.003278737,0.000102424,0.00021903,0.0001328733,8.213134e-9,2.565882e-7,0.00007795465,0.001159723,0.98988],"study_design_scores_gemma":[0.0006274462,0.000602202,0.01843434,0.006135986,0.001092459,0.0004238338,0.00003908246,6.691509e-7,5.008743e-7,0.00001149687,0.9724801,0.0001518981],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00164122,0.9951925,5.349413e-7,0.0002393975,0.000739939,0.001170157,0.00004269852,0.00002372682,0.0009498232],"genre_scores_gemma":[0.0003720479,0.9972964,0.00005128578,0.00002277011,0.0002603379,0.001702297,0.0002046318,0.00001619702,0.00007403367],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9897281,"threshold_uncertainty_score":0.7365867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2063818137940601,"score_gpt":0.503537325562874,"score_spread":0.2971555117688139,"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."}}