{"id":"W7104249159","doi":"10.17605/osf.io/7vt4f","title":"Prevalence of Cancer Among Individuals Practicing Fasting","year":2025,"lang":"","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Cancer; Epidemiology; Systematic review; MEDLINE; Public health; Incidence (geometry); Cancer incidence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.01779867,0.001584897,0.002379173,0.002688262,0.002076562,0.004671973,0.02896825,0.001587738,0.05641364],"category_scores_gemma":[0.04886752,0.001617126,0.0003100082,0.0184141,0.0118098,0.005588631,0.01684634,0.004102159,0.002423165],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522965,"about_ca_system_score_gemma":0.01948912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023548,"about_ca_topic_score_gemma":0.0003623565,"domain_scores_codex":[0.982746,0.0009259842,0.00256489,0.004995371,0.005711475,0.003056258],"domain_scores_gemma":[0.9794185,0.003444803,0.008845887,0.005381971,0.002027771,0.0008811363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007272941,0.0005311336,0.9199192,0.002760636,0.0004170842,0.00002020313,0.005623946,0.002031018,0.002510799,0.00896395,0.005074043,0.05207526],"study_design_scores_gemma":[0.001198898,0.0003755971,0.6477129,0.274482,0.002770124,0.00001059829,0.002593249,0.00265621,0.01544735,0.005007982,0.04293437,0.004810677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02449646,0.005663074,0.004119208,0.0005432065,0.005615982,0.009329702,0.001743665,0.0001563363,0.9483324],"genre_scores_gemma":[0.4716403,0.001544072,0.1120862,0.0003840351,0.000630835,0.0006342446,0.000004292492,0.0008191966,0.4122568],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5360756,"threshold_uncertainty_score":0.9997084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03594079055833775,"score_gpt":0.401259182829642,"score_spread":0.3653183922713042,"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."}}