{"id":"W2795622837","doi":"10.1016/j.ccell.2018.03.010","title":"Comparative Molecular Analysis of Gastrointestinal Adenocarcinomas","year":2018,"lang":"en","type":"article","venue":"Cancer Cell","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":710,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; BC Cancer Agency; University of Calgary","funders":"National Human Genome Research Institute; National Institute on Alcohol Abuse and Alcoholism; National Cancer Institute; National Institutes of Health; Astex Pharmaceuticals; National Institute of Diabetes and Digestive and Kidney Diseases; Array BioPharma; Merck; Intramural Research Program; U.S. Department of Veterans Affairs","keywords":"Biology; MLH1; Microsatellite instability; KRAS; Genome instability; Genetics; Chromosome instability; Cancer research; Context (archaeology); Adenocarcinoma; Cancer; Colorectal cancer; DNA mismatch repair; Gene; DNA; DNA damage; Allele; Microsatellite; Chromosome","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03324264485780736,"score_gpt":0.3280796081842385,"score_spread":0.2948369633264311,"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."},"direct_labels":[],"classifier":{"requested":true,"available":true,"version":"metacan-v1-d91a1de5be90","frame_rows_covered":4299418,"decision_targets":["metaresearch","metaepi_narrow","metaepi_broad","bibliometrics","sts","scholarly_communication","open_science","research_integrity","randomized_trial","nonrandomized_trial","observational","systematic_review","meta_analysis","case_report","qualitative","simulation_or_modeling","bench_or_experimental","theoretical_or_conceptual","not_applicable"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame.","warning":null},"prediction":{"classifier_version":"metacan-v1-d91a1de5be90","candidate_union":["nonrandomized_trial","observational","case_report","bench_or_experimental"],"consensus_intersection":["observational","bench_or_experimental"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"scores":{"codex":{"metaresearch":0.00006103608758678569,"metaepi_narrow":0.000030518043793392844,"metaepi_broad":0.00007629510948348211,"bibliometrics":0.00015259021896696422,"sts":0.000015259021896696422,"scholarly_communication":0.000015259021896696422,"open_science":0.000030518043793392844,"research_integrity":0.00010681315327687495,"randomized_trial":0,"nonrandomized_trial":0.00012207217517357137,"observational":0.3810940718699931,"systematic_review":0.000030518043793392844,"meta_analysis":0.003860532539864195,"case_report":0.0004272526131074998,"qualitative":0.0004119935912108034,"simulation_or_modeling":0.0004119935912108034,"bench_or_experimental":0.7174639505607691,"theoretical_or_conceptual":0.000015259021896696422,"not_applicable":0.000015259021896696422,"design_other":0.03485160601205463},"gemma":{"metaresearch":0.000015259021896696422,"metaepi_narrow":0.000015259021896696422,"metaepi_broad":0.000045777065690089265,"bibliometrics":0.00018310826276035706,"sts":0.000015259021896696422,"scholarly_communication":0,"open_science":0.000015259021896696422,"research_integrity":0.0002136263065537499,"randomized_trial":0,"nonrandomized_trial":0.0013275349050125887,"observational":0.6062714579995422,"systematic_review":0.000015259021896696422,"meta_analysis":0.003509575036240177,"case_report":0.02195773250934615,"qualitative":0.00039673456931410697,"simulation_or_modeling":0.0014801251239795529,"bench_or_experimental":0.22998397802700846,"theoretical_or_conceptual":0,"not_applicable":0.000030518043793392844}},"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame."}}