{"id":"W4394345595","doi":"10.6084/m9.figshare.17086305","title":"Exploring the impact of night shift work on methylation of circadian genes","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Circadian rhythm; Shift work; Methylation; Gene; Work (physics); Biology; Psychology; Genetics; Neuroscience; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003307069,0.0001276461,0.0001737153,0.0002659819,0.0001438161,0.0002636834,0.0001520701,0.0001595892,0.001107542],"category_scores_gemma":[0.0005561811,0.0001239134,0.0002316798,0.0002532756,0.0001208056,0.0001246705,0.0001479534,0.0001495272,0.0001031449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158477,"about_ca_system_score_gemma":0.0002033975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004867316,"about_ca_topic_score_gemma":0.008628297,"domain_scores_codex":[0.9998388,0.00005292751,0.00000724445,0.00004673706,0.0000281075,0.00002608416],"domain_scores_gemma":[0.9996288,0.0001017876,0.0001558796,0.00002843995,0.00004186079,0.00004328819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007073982,0.00005731289,0.9399257,0.00008571932,0.0002207575,0.00008039119,0.000274663,0.0001671611,0.04124428,0.00005307172,0.0001672504,0.01701615],"study_design_scores_gemma":[0.000003100718,0.0001030449,0.9980527,0.000003720333,0.00002832063,0.00005155286,0.00005996828,0.0001685077,0.001258684,0.00002693135,0.0002414966,0.000001993452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9978809,0.0009430227,0.0005681999,0.00004097302,0.000005927504,0.000004418478,0.0001984451,0.00000487321,0.000353138],"genre_scores_gemma":[0.9984568,0.0004163467,0.0003747442,0.00003960334,0.000008016548,0.000006253973,0.0001682969,0.000003298392,0.0005266404],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.004867316,"threshold_uncertainty_score":0.009677947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1745444163805464,"score_gpt":0.3159065842565375,"score_spread":0.1413621678759911,"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."}}