{"id":"W3162621742","doi":"10.21873/cgp.20274","title":"Chromosome 20q11.21 Amplifications in Colorectal Cancer","year":2021,"lang":"en","type":"article","venue":"Cancer Genomics & Proteomics","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sault Area Hospital; Essar Steel Algoma (Canada); NOSM University","funders":"","keywords":"Colorectal cancer; KRAS; Locus (genetics); Cancer research; Internal medicine; Biology; Medicine; Gene; Oncology; Cancer; Genetics","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":[0.0004248526,0.0003753901,0.000250213,0.002809596,0.0003108345,0.0005688816,0.0002384589,0.0003927366,0.002684942],"category_scores_gemma":[0.001631939,0.0001751093,0.0002488588,0.002621318,0.0002862222,0.000213363,0.0004992456,0.0002534078,0.0004450604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003475598,"about_ca_system_score_gemma":0.000241841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254998,"about_ca_topic_score_gemma":0.001214902,"domain_scores_codex":[0.9995819,0.00006334887,0.00004133795,0.0001215456,0.0001166606,0.00007523783],"domain_scores_gemma":[0.9985905,0.0003768528,0.0007108776,0.00005852997,0.0001592333,0.0001039163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008263688,0.00003097392,0.9562212,0.0003765049,0.0001900213,0.002629297,0.0001579299,0.0005851762,0.01622914,0.0001438772,0.0007120775,0.02189753],"study_design_scores_gemma":[0.00000958386,0.00009997418,0.9874616,0.00003218426,0.0001670233,0.006577093,0.00008939153,0.0003388782,0.00206254,0.0002511053,0.002901944,0.000008699972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864244,0.00858484,0.0005955552,0.0001796175,0.00001357447,0.00003017297,0.001822302,0.0000460433,0.002303525],"genre_scores_gemma":[0.995499,0.00208067,0.000409184,0.00003098829,0.00002703568,0.00001872139,0.001645363,0.000006140074,0.0002828981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002809596,"threshold_uncertainty_score":0.008982062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02669422981946401,"score_gpt":0.3068398902595205,"score_spread":0.2801456604400565,"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."}}