{"id":"W4243563380","doi":"10.1097/ede.0000000000000305","title":"The authors respond","year":2015,"lang":"en","type":"letter","venue":"Epidemiology","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"National Institutes of Health","keywords":"Medicine; Renal cell carcinoma; Kidney disease; Kidney cancer; Cohort; Incidence (geometry); Internal medicine; Prospective cohort study; Disease; Cancer; Cohort study; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008986838,0.0003038814,0.001207957,0.0001555343,0.0002491033,0.000006619029,0.0004097546,0.001288093,0.0000939743],"category_scores_gemma":[0.1009784,0.000155267,0.0002059769,0.0002044776,0.001114669,0.00001541974,0.0003434405,0.004695538,0.0008717791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002364091,"about_ca_system_score_gemma":0.0004701824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005438006,"about_ca_topic_score_gemma":0.00001170895,"domain_scores_codex":[0.9944989,0.002857736,0.0006330895,0.0005270748,0.0003682057,0.001114974],"domain_scores_gemma":[0.9822901,0.01574343,0.000242723,0.001091238,0.0004529667,0.0001795506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005238579,0.000005345501,0.001768091,0.00007096469,0.0002589675,0.0007120408,0.00005283815,2.419596e-7,0.000003184051,0.0001039431,0.9953738,0.001598162],"study_design_scores_gemma":[0.0003104138,0.0003285436,0.008856101,0.00006591436,0.00007759265,0.0001973915,0.00003532657,0.00001288975,0.000001595513,0.005229449,0.9847509,0.00013392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002096892,0.01160281,0.00002244498,0.9731594,0.00140358,0.0004598598,0.00002056528,0.00008119537,0.01304043],"genre_scores_gemma":[0.00007950125,0.001185565,0.0003946792,0.7563457,0.0102111,0.000139928,0.0001569067,0.00005350537,0.2314331],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2183927,"threshold_uncertainty_score":0.9999062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1887816295311317,"score_gpt":0.4421433930742635,"score_spread":0.2533617635431318,"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."}}