{"id":"W3196259577","doi":"10.3390/medicina57090860","title":"Cell Models for Chromosome 20q11.21 Amplification and Drug Sensitivities in Colorectal Cancer","year":2021,"lang":"en","type":"article","venue":"Medicina","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Essar Steel Algoma (Canada); Sault Area Hospital","funders":"","keywords":"Colorectal cancer; Locus (genetics); Biology; Gene; Cancer research; Genetics; KRAS; Gene duplication; Cancer","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":[0.0002126177,0.0001497797,0.0003384701,0.00008549508,0.00004683704,0.00001148905,0.00003859975,0.00009063835,0.0001072972],"category_scores_gemma":[0.0001066134,0.0001387219,0.00004247811,0.0001828157,0.0001259707,0.00005427589,0.00003615909,0.0001613279,0.00000267776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002085072,"about_ca_system_score_gemma":0.0003411972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002515509,"about_ca_topic_score_gemma":0.0004887499,"domain_scores_codex":[0.9988546,0.00004356583,0.0002286322,0.0003569126,0.0002470622,0.0002692681],"domain_scores_gemma":[0.999298,0.0002115966,0.00005614623,0.0001558446,0.0001605152,0.0001178802],"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":[0.001245357,0.0005332157,0.03879967,0.001982208,0.0001331017,0.0003245772,0.02567724,0.001069233,0.8747433,0.0005019188,0.0260214,0.02896874],"study_design_scores_gemma":[0.008111861,0.0007060722,0.06398056,0.0009539668,0.0003010686,0.0002296247,0.007585596,0.02694556,0.8830588,0.002676677,0.004842133,0.0006080244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883051,0.005087203,0.0005542803,0.003005371,0.0004737474,0.0005819167,0.00003755637,0.00003246668,0.001922361],"genre_scores_gemma":[0.9960651,0.0007144844,0.001007588,0.0006059107,0.000244898,0.0001496517,0.00004778313,0.00002892499,0.001135706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02836071,"threshold_uncertainty_score":0.5656916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184645099729887,"score_gpt":0.2779144665150841,"score_spread":0.2560680155177852,"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."}}