{"id":"W3021076794","doi":"10.1111/his.14128","title":"Poorly differentiated clusters in colorectal cancer: a current review and implications for future practice","year":2020,"lang":"en","type":"review","venue":"Histopathology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Colorectal cancer; Grading (engineering); Medicine; Tumor budding; Oncology; Lymph node; Adjuvant chemotherapy; Internal medicine; Cancer; Metastasis; Pathology; Lymph node metastasis; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001898744,0.0003146995,0.001847577,0.000186344,0.00007235754,0.000008780488,0.00009235647,0.0002613788,0.0000131897],"category_scores_gemma":[0.0003462437,0.0002714953,0.0002576039,0.0004411511,0.00006625138,0.00004281977,0.00006089918,0.0006443562,0.000005222253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005364582,"about_ca_system_score_gemma":0.0004623056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003022055,"about_ca_topic_score_gemma":0.0001264731,"domain_scores_codex":[0.9983297,0.0002206389,0.0005397727,0.0005996551,0.00007153134,0.0002387097],"domain_scores_gemma":[0.9989496,0.0001870941,0.0004157294,0.0001882567,0.0001247746,0.0001345693],"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":[0.000244949,0.00005418317,0.00003732235,0.03705351,0.00001935579,0.00001578576,0.00007720438,1.64096e-8,0.000002590433,0.0000375851,0.002366117,0.9600914],"study_design_scores_gemma":[0.0005057417,0.0007094382,0.001752613,0.009616725,0.004096065,0.001237452,0.00001010327,0.000004496156,1.224609e-7,0.000006844469,0.9818457,0.0002146748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002112306,0.9907652,0.0001760442,0.005251351,0.0007596395,0.002691461,0.0001584457,0.00007533897,0.0001013626],"genre_scores_gemma":[0.00003626901,0.9955288,0.0002472818,0.0006705264,0.0004062822,0.00275923,0.0002673547,0.00004544801,0.00003880416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9794796,"threshold_uncertainty_score":0.9999737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04581417322179883,"score_gpt":0.3900574083922019,"score_spread":0.3442432351704031,"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."}}