{"id":"W2150678052","doi":"10.1007/s10350-006-0595-1","title":"Differential Prognostic Significance of Morphologic Invasive Markers in Colorectal Cancer: Tumor Budding and Cytoplasmic Podia","year":2006,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Tumor budding; Budding; Cytoplasm; Colorectal cancer; Immunostaining; Pathology; Immunohistochemistry; Chemistry; Medicine; Internal medicine; Cancer; Biology; Metastasis; Botany","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":[0.00002940543,0.0001351969,0.0003382642,0.00006615664,0.00003709794,0.000006419134,0.00009330786,0.0000343157,0.00005711175],"category_scores_gemma":[0.0001669719,0.00009185024,0.00009641537,0.0001782747,0.0002167686,0.00002812529,0.00005800243,0.00004185491,7.410449e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008612796,"about_ca_system_score_gemma":0.000204846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111067,"about_ca_topic_score_gemma":0.0003104061,"domain_scores_codex":[0.9991475,0.00006170504,0.0002400789,0.0002019714,0.0001695795,0.0001791902],"domain_scores_gemma":[0.9993766,0.0002146081,0.0001876121,0.000122911,0.0000450795,0.00005317701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001008408,0.0006167271,0.98375,0.0002267838,0.00007394484,0.00004621357,0.00004572303,0.00003113765,0.01352373,0.00004830258,0.0001629478,0.0004660194],"study_design_scores_gemma":[0.002523296,0.00032698,0.9730811,0.0003438254,0.0003266323,0.000009383219,0.0001335337,0.0001588883,0.02236915,0.0006410525,0.000002364032,0.00008379796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997315,0.001177639,0.000001281916,0.0001542408,0.0001279765,0.0008567669,0.0001301343,0.00001223625,0.0002246648],"genre_scores_gemma":[0.9996194,0.00008276298,0.00002922705,0.00003520712,0.00001767865,0.0001329232,0.0000211888,0.00001201496,0.00004964096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01066896,"threshold_uncertainty_score":0.3745544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005919237944996798,"score_gpt":0.2262754889221871,"score_spread":0.2203562509771903,"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."}}