{"id":"W2953251171","doi":"10.26616/nioshhhe201501393338","title":"Evaluation of ergonomics, chemical exposures, and ventilation at four nail salons.","year":2019,"lang":"en","type":"report","venue":"","topic":"Occupational health in dentistry","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Maxxam (Canada)","funders":"","keywords":"Nail (fastener); Engineering; Forensic engineering; Mechanical 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":[0.000294646,0.0004826643,0.0001771082,0.001274911,0.001275305,0.0002580726,0.0002649538,0.0004476072,0.002607786],"category_scores_gemma":[0.0004649375,0.0002648561,0.0003192033,0.0002711859,0.0003045747,0.0001679085,0.0004851981,0.0003727837,0.0004177152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005704421,"about_ca_system_score_gemma":0.0005869153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02296336,"about_ca_topic_score_gemma":0.05629448,"domain_scores_codex":[0.9997602,0.00003350604,0.00002601933,0.00003751997,0.00006844938,0.00007434448],"domain_scores_gemma":[0.9995868,0.00004163993,0.00005632888,0.00001316055,0.0001606837,0.0001414457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002929428,0.0008144577,0.9500257,0.0000765974,0.00004987183,0.00891756,0.003442033,0.0001640678,0.02508037,0.00003304854,0.0007464893,0.01035681],"study_design_scores_gemma":[0.000006464457,0.001378088,0.990189,0.00001202622,0.00003076761,0.001710343,0.003235418,0.0001223402,0.002252832,0.00001708978,0.001030793,0.00001466709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975184,0.0000916417,0.0001991543,0.00006409457,0.00001651705,0.00006714799,0.0003220501,0.00001563208,0.00170536],"genre_scores_gemma":[0.9939468,0.0001134846,0.0004019808,0.0001084476,0.00001704277,0.00002554955,0.0002392753,0.000006131518,0.005141305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02296336,"threshold_uncertainty_score":0.04565936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3346824102534401,"score_gpt":0.5223673911385845,"score_spread":0.1876849808851445,"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."}}