{"id":"W3004792744","doi":"10.1038/s41598-020-59035-x","title":"Shift work and risk of skin cancer: A systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Scientific Reports","topic":"Skin Protection and Aging","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apotex (Canada)","funders":"Nature","keywords":"Shift work; Medicine; Skin cancer; Meta-analysis; Web of science; Cochrane Library; Relative risk; Cancer; Melanoma; Internal medicine; Oncology; Confidence interval; Cancer research; Psychiatry","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":[0.006230293,0.002258076,0.01246354,0.006154147,0.0006628067,0.002432561,0.001848409,0.001816827,0.004828308],"category_scores_gemma":[0.01875102,0.001204192,0.01970808,0.00832408,0.0005000114,0.00132349,0.001285558,0.001392216,0.0003499894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002172474,"about_ca_system_score_gemma":0.004187087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007074054,"about_ca_topic_score_gemma":0.01681833,"domain_scores_codex":[0.9964098,0.00138681,0.001147125,0.0003768255,0.0005193456,0.0001601236],"domain_scores_gemma":[0.9882385,0.008724716,0.001721526,0.0002265682,0.0009309514,0.0001578592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0007674263,0.00003079231,0.002229902,0.8328305,0.1402851,0.0001547822,0.00008924337,0.000266843,0.0001630729,0.0001220501,0.0009486483,0.02211149],"study_design_scores_gemma":[0.0004593276,0.0003265758,0.006658941,0.1412194,0.8434873,0.000321877,0.0001127308,0.0001776112,0.0001899362,0.0002845415,0.006721035,0.00004080191],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001362211,0.9978466,0.0001595275,0.00008711393,0.00006659507,0.0001176679,0.0002215688,0.000008498405,0.0001302386],"genre_scores_gemma":[0.02454766,0.9737508,0.0006173845,0.0002474676,0.0000995034,0.0003141055,0.0002706264,0.000007696168,0.0001447871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01246354,"threshold_uncertainty_score":0.03294933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07036831019837456,"score_gpt":0.3554379667326156,"score_spread":0.2850696565342411,"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."}}