{"id":"W2033582147","doi":"10.1016/j.ypmed.2011.10.006","title":"STROBE-ME — Illuminating methodological issues for the reporting of molecular epidemiology data","year":2011,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"Medicine; Epidemiology; MEDLINE; Environmental health; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.0045504,0.0001002349,0.0002960319,0.00002476329,0.00005543343,9.396586e-7,0.0004168792,0.00008264476,0.00006601388],"category_scores_gemma":[0.01798571,0.00005842492,0.00006748224,0.00006523741,0.000252135,0.000002991035,0.0002290291,0.00007095725,4.353514e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004079158,"about_ca_system_score_gemma":0.00002608271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003825623,"about_ca_topic_score_gemma":0.000003715648,"domain_scores_codex":[0.9981349,0.0004179541,0.000827928,0.0003780592,0.00008217086,0.0001590154],"domain_scores_gemma":[0.9976404,0.0002744376,0.001180469,0.0007171371,0.0001496976,0.00003788007],"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":[0.00009610923,0.00004134877,0.005259317,0.00004345752,0.0001080083,0.000001168219,0.0003020908,0.000004546075,0.9593398,0.001259083,0.004396269,0.02914883],"study_design_scores_gemma":[0.0009729855,0.0009737463,0.03847304,0.0001530001,0.0002419541,0.00002591205,0.003025074,0.0008936071,0.9098704,0.006944168,0.03820492,0.0002211379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09530449,0.0115187,0.8882896,0.002513211,0.0003366866,0.0006037715,0.00001844436,0.00001208789,0.001403018],"genre_scores_gemma":[0.9549077,0.0003652468,0.04336096,0.0002321665,0.0002488348,0.00007261542,0.0001646203,0.00001176163,0.0006361248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8596032,"threshold_uncertainty_score":0.9902862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5075411815413323,"score_gpt":0.4936218013241004,"score_spread":0.01391938021723194,"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."}}