{"id":"W6927382211","doi":"10.2802/236095","title":"Digital platform work and occupational safety and health: overview of regulation, policies, practices and research","year":2022,"lang":"en","type":"article","venue":"Lirias (KU Leuven)","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"DuPont (Canada)","funders":"KU Leuven","keywords":"Work (physics); Digital health; Occupational safety and health; Digital transformation; Digital economy; Emerging technologies","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":[0.004197478,0.0006074051,0.0006102095,0.00665377,0.001084259,0.00779719,0.0008702257,0.002960093,0.002157232],"category_scores_gemma":[0.003286608,0.0004108762,0.0005562615,0.008550298,0.003325295,0.00390101,0.002874802,0.001916953,0.0007378971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006505623,"about_ca_system_score_gemma":0.007315475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094816,"about_ca_topic_score_gemma":0.009785298,"domain_scores_codex":[0.9955303,0.001642809,0.0005256283,0.0005189973,0.001404892,0.000377362],"domain_scores_gemma":[0.994135,0.003701459,0.0009765847,0.0002206333,0.0007741498,0.0001922443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001397902,0.0002749605,0.004818107,0.02055712,0.00008723044,0.0003055538,0.004785529,0.002335823,0.002278424,0.1891369,0.01697675,0.7583038],"study_design_scores_gemma":[0.000008068285,0.0001916208,0.0140875,0.0173096,0.00008644222,0.0005526087,0.006128038,0.0005296794,0.001524583,0.02093085,0.9385892,0.00006177599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008654718,0.9224136,0.004771503,0.01324297,0.0004271005,0.00007282153,0.000252171,0.00008516169,0.0500799],"genre_scores_gemma":[0.06192328,0.9237923,0.005903992,0.002491323,0.0004675752,0.0001253598,0.0003085242,0.000031052,0.004956553],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01094816,"threshold_uncertainty_score":0.04720181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1993145349467733,"score_gpt":0.4118488910777277,"score_spread":0.2125343561309543,"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."}}