{"id":"W1999742139","doi":"10.1038/ncponc0248","title":"Serrated adenoma of the colorectum and the DNA-methylator phenotype","year":2005,"lang":"en","type":"review","venue":"Nature Clinical Practice Oncology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":192,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Hyperplastic Polyp; Adenoma; Colorectal cancer; Pathology; Lesion; Biology; DNA methylation; Cancer research; Cancer; Medicine; Internal medicine; Genetics; Colonoscopy; Gene","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":["metaresearch","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004511985,0.000353934,0.00269293,0.00008426065,0.0001656088,0.00001864993,0.0003519857,0.003131675,0.00007841137],"category_scores_gemma":[0.03812418,0.0001667837,0.0008131749,0.0007139777,0.001023513,0.00008039322,0.0002628849,0.007579967,0.00002755802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002572712,"about_ca_system_score_gemma":0.002079563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003812324,"about_ca_topic_score_gemma":0.0001072657,"domain_scores_codex":[0.9939415,0.003396153,0.0014376,0.0005738104,0.0003874456,0.0002634198],"domain_scores_gemma":[0.9746254,0.02202932,0.002033881,0.000701557,0.0004620253,0.0001477924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00808476,0.0002316701,0.000006380911,0.0008445929,0.0006226325,0.00001969657,0.00004737286,1.446263e-7,3.761534e-7,0.0003737821,0.005597856,0.9841707],"study_design_scores_gemma":[0.002538883,0.002959947,0.0002735392,0.00111179,0.006627308,0.0008311376,0.00005739608,0.00001929775,0.000001097403,0.00005527454,0.9853703,0.0001540257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001059837,0.969905,0.000005151733,0.009335687,0.003172098,0.001693269,0.00001094621,0.0000477942,0.01572413],"genre_scores_gemma":[0.002073834,0.990012,0.000673171,0.004131489,0.002204768,0.00008613421,0.00001155887,0.00004807495,0.0007589475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9840167,"threshold_uncertainty_score":0.9981624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06987392463734961,"score_gpt":0.4890681184722635,"score_spread":0.4191941938349139,"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."}}