{"id":"W6921003386","doi":"10.6084/m9.figshare.26706039","title":"Additional file 1 of Associations between transport modes and site-specific cancers: a systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer file; Data file; File Control Block; Versioning file system; Unix file types; Task (project management)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001552673,0.00008515923,0.001174293,0.00007563681,0.00003003013,0.00003451862,0.00004447957,0.00003249962,0.6400325],"category_scores_gemma":[0.00004502393,0.00005937725,0.0002548538,0.0002980805,0.00003160041,0.00007555419,0.00001433009,0.00006404839,0.00002727311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004950468,"about_ca_system_score_gemma":0.00009639483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002035813,"about_ca_topic_score_gemma":0.0003864601,"domain_scores_codex":[0.9992353,0.00002506164,0.0003213471,0.0001986764,0.0001520597,0.00006758564],"domain_scores_gemma":[0.9992063,0.0004520884,0.00009649361,0.000133774,0.00004948167,0.00006184289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000008805278,0.00004158051,0.0003436383,0.03740702,0.1222619,0.00002152412,0.0008969374,0.000004985567,0.00001040682,0.00002068109,0.8383264,0.0006560991],"study_design_scores_gemma":[0.0001470591,0.0000622555,0.005289699,0.006015001,0.8550861,0.000005861029,0.0001617901,0.00006999545,0.00001581818,0.0000155903,0.1329553,0.0001754296],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0009906945,0.04694569,0.00001510892,0.0004214776,0.00000348709,0.0008994498,0.947668,0.000002059593,0.003054084],"genre_scores_gemma":[0.6061164,0.008470748,0.008543358,0.0004909753,0.0001747138,0.002481977,0.3272237,0.0000718342,0.04642631],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.7328243,"threshold_uncertainty_score":0.3602966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1264696693881518,"score_gpt":0.3566627440391236,"score_spread":0.2301930746509717,"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."}}