{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000167676,0.0003256354,0.0005558539,0.0001518987,0.0001126397,0.00005554989,0.0002475102,0.0002737423,0.001253992],"category_scores_gemma":[0.0001225602,0.0003594724,0.0001536638,0.0006833602,0.0001746344,0.00007525853,0.0001596767,0.0005670513,0.00006271436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002716162,"about_ca_system_score_gemma":0.003747038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005249511,"about_ca_topic_score_gemma":0.002407118,"domain_scores_codex":[0.9977228,0.00005711609,0.0005621082,0.0007610553,0.0002824736,0.0006144273],"domain_scores_gemma":[0.9986137,0.00005702458,0.0001719124,0.0005287601,0.0003665554,0.000262004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003135226,0.0001844608,0.05505354,0.0001251346,0.0001247968,0.00006352155,0.0009082755,0.001354289,0.933919,0.0002313296,0.001018284,0.006703862],"study_design_scores_gemma":[0.002670562,0.0001681582,0.09227689,0.000269677,0.0001601027,0.0001125835,0.0002669039,0.001259706,0.8779539,0.0006793457,0.02353757,0.0006445378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862632,0.006143881,0.0003478554,0.002965238,0.00117393,0.001487357,0.0002349801,0.00007232295,0.001311199],"genre_scores_gemma":[0.9783289,0.00533289,0.0109016,0.001204689,0.0007214091,0.00230246,0.00009337914,0.0001170185,0.0009976537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05596501,"threshold_uncertainty_score":0.9998857,"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."}}