{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001040784,0.0007537068,0.001651857,0.003411814,0.0002849659,0.001221125,0.0009545189,0.001007233,0.005048661],"category_scores_gemma":[0.002215585,0.00031629,0.0008481854,0.004372721,0.0004724665,0.001508857,0.0007602851,0.00119775,0.001324076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008165571,"about_ca_system_score_gemma":0.002372213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002328002,"about_ca_topic_score_gemma":0.004472168,"domain_scores_codex":[0.9996959,0.00006175062,0.0000819258,0.00005227778,0.00008762557,0.00002068682],"domain_scores_gemma":[0.9986104,0.0008296031,0.0002086841,0.0000247089,0.0002689234,0.00005764347],"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":[0.00008871048,0.00003580149,0.0003132228,0.085207,0.0001717606,0.0001523344,0.0001140959,0.0003018569,0.0004438906,0.002422821,0.02633213,0.8844163],"study_design_scores_gemma":[0.00002505961,0.0001286048,0.002589087,0.04619878,0.0006306205,0.001559158,0.00022103,0.0001404445,0.0001462107,0.002289988,0.9460342,0.00003684217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005176291,0.9991809,0.00004697621,0.0002598065,0.0001304133,0.000003839909,0.00001968085,0.000004261864,0.0003024311],"genre_scores_gemma":[0.0002911371,0.9992591,0.0001092353,0.0001298051,0.00007935968,0.000004078171,0.0000196011,7.400961e-7,0.0001069914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005048661,"threshold_uncertainty_score":0.01688945,"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."}}