{"id":"W4225323860","doi":"10.3390/curroncol29050263","title":"Tumor Stroma Ratio and Its Significance in Locally Advanced Colorectal Cancer","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal cancer; Stroma; Medicine; Tumor microenvironment; Cancer; Pathology; Population; Carcinogenesis; Stromal cell; Tumor progression; Cancer research; Oncology; Internal medicine; Immunohistochemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002283448,0.0005697437,0.002884598,0.0002918356,0.00008028153,0.00001242648,0.0002055406,0.0002232886,0.001750135],"category_scores_gemma":[0.0002089428,0.0004879067,0.0002989642,0.0006863176,0.0001248353,0.00006653537,0.0002606945,0.001218954,0.00003385148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00375983,"about_ca_system_score_gemma":0.002793667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002531719,"about_ca_topic_score_gemma":0.0002116253,"domain_scores_codex":[0.9968733,0.0004319175,0.0008334381,0.0009535424,0.0003479953,0.0005598739],"domain_scores_gemma":[0.9983531,0.0006249044,0.0004519351,0.0002200207,0.00006844774,0.0002816107],"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":[0.0004569283,0.0006460494,0.0005907187,0.006424249,0.0001366473,0.0006722732,0.00006558771,0.000002409674,0.000003157653,0.00005226134,0.0001675495,0.9907821],"study_design_scores_gemma":[0.002818257,0.001962399,0.0009203894,0.003958581,0.0006709397,0.0002589436,0.00002512187,0.00005532468,0.000003946157,0.000009471234,0.9889457,0.0003709346],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008852329,0.9841445,0.000001766907,0.00006971379,0.002014439,0.003552959,0.0001968697,0.00006355918,0.001103853],"genre_scores_gemma":[0.001250851,0.9912229,0.00003106727,0.00004746198,0.0002473044,0.006724311,0.0002227449,0.00007090623,0.0001824889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9904112,"threshold_uncertainty_score":0.9997572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1793920235469993,"score_gpt":0.4670120202133166,"score_spread":0.2876199966663173,"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."}}