{"id":"W2006648625","doi":"10.1038/modpathol.2012.94","title":"Tumor budding in colorectal carcinoma: time to take notice","year":2012,"lang":"en","type":"review","venue":"Modern Pathology","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":296,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Tumor budding; Colorectal cancer; Medicine; Notice; Pathology; Budding; Oncology; Surgical pathology; Cancer research; Biology; Cancer; Internal medicine; Political science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005039204,0.0006197161,0.002667082,0.0005540574,0.00004305475,0.0000129415,0.0003273423,0.0006570676,0.000969536],"category_scores_gemma":[0.0002922997,0.000546453,0.0003465517,0.0004437099,0.0001070481,0.00003371563,0.0003105951,0.0009332285,0.002988267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007551973,"about_ca_system_score_gemma":0.0005041807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002063368,"about_ca_topic_score_gemma":0.00003204779,"domain_scores_codex":[0.9968049,0.0003147835,0.0007800142,0.0008752184,0.0002955768,0.000929509],"domain_scores_gemma":[0.9984956,0.0002634919,0.0002299901,0.0005922106,0.00007900551,0.0003397173],"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":[0.0001490796,0.0002436948,0.0007008674,0.007528652,0.00007415617,0.002309474,0.0008291181,0.00001135804,0.0005511064,0.000008130693,0.0006165753,0.9869778],"study_design_scores_gemma":[0.00101539,0.001015714,0.002360614,0.003801922,0.001849893,0.00618794,0.00001433106,0.0001688382,0.0000870364,0.00003456607,0.9824072,0.001056563],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02559786,0.9671223,0.00007259065,0.00005847293,0.0008395233,0.001942182,0.00007188191,0.000082361,0.004212903],"genre_scores_gemma":[0.1207127,0.8585299,0.006630789,0.001588551,0.002383566,0.002492564,0.000440672,0.0007980725,0.00642321],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9859212,"threshold_uncertainty_score":0.9999437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05377208114188484,"score_gpt":0.3244773330003408,"score_spread":0.2707052518584559,"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."}}