{"id":"W4391644521","doi":"10.1158/2767-9764.crc-23-0409","title":"Genomic Characterization and Clinical Outcomes of Patients with Peritoneal Metastases from the AACR GENIE Biopharma Collaborative Colorectal Cancer Registry","year":2024,"lang":"en","type":"article","venue":"Cancer Research Communications","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Mount Sinai Hospital; Sinai Health System; Princess Margaret Cancer Centre","funders":"National Cancer Institute; Genentech; National Institutes of Health; Bayer HealthCare; Flatiron Health; Seagen; Gilead Sciences; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; American Society of Clinical Oncology; GlaxoSmithKline; Amgen; Pfizer","keywords":"Medicine; Colorectal cancer; Cancer; Oncology; Internal medicine","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":[0.0004281017,0.0001244161,0.00029667,0.00006862063,0.0003620465,0.00008334089,0.0003900921,0.00006326089,0.0001663628],"category_scores_gemma":[0.0001242807,0.00007510032,0.00005921078,0.0005217446,0.001432614,0.0001244921,0.0002904335,0.0005238123,0.000006440169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128324,"about_ca_system_score_gemma":0.0008695146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002153176,"about_ca_topic_score_gemma":0.0009772923,"domain_scores_codex":[0.9984303,0.0003791701,0.0003346925,0.0002501219,0.0003843663,0.0002213593],"domain_scores_gemma":[0.9976692,0.0008864314,0.00009174739,0.000600555,0.000640804,0.0001113189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006297584,0.0003097116,0.9528248,0.00009860905,0.0009231449,0.000007181786,0.001773932,8.198501e-7,0.02940906,0.000964808,0.0009644743,0.01209365],"study_design_scores_gemma":[0.0006445693,0.000213836,0.9703676,0.0002452903,0.0001876324,0.000001250049,0.0006205901,0.0001716219,0.001593711,0.00002146283,0.02584403,0.00008842823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765773,0.008497981,0.000009289867,0.009658702,0.0001177731,0.0008101274,0.004200053,0.00003011998,0.00009863927],"genre_scores_gemma":[0.9845219,0.01372961,0.0002758084,0.0001743597,0.0001234145,0.0003744751,0.000628838,0.00002296968,0.0001486467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02781535,"threshold_uncertainty_score":0.5278526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07539687396634995,"score_gpt":0.4333403796733293,"score_spread":0.3579435057069794,"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."}}