{"id":"W2464194614","doi":"10.1093/annhyg/mew041","title":"A Systematic Review of Reported Exposure to Engineered Nanomaterials","year":2016,"lang":"en","type":"review","venue":"The Annals of Occupational Hygiene","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Exposure assessment; Occupational exposure; Environmental health; Scale (ratio); Risk assessment; Consistency (knowledge bases); Acute exposure; Occupational safety and health; Medicine; Computer science; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0210725,0.002084753,0.008601923,0.02429166,0.001269441,0.003928501,0.00299673,0.002574611,0.006362807],"category_scores_gemma":[0.1130718,0.001449642,0.007732526,0.01998185,0.001541644,0.003902061,0.002991586,0.001531283,0.0005681566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006578513,"about_ca_system_score_gemma":0.0191527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00932045,"about_ca_topic_score_gemma":0.02234363,"domain_scores_codex":[0.9670391,0.01075269,0.01504963,0.001915986,0.004705839,0.0005367238],"domain_scores_gemma":[0.8970576,0.07271141,0.01814247,0.001666482,0.009755555,0.0006663699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000857048,0.000009148089,0.0007807114,0.9780893,0.00483688,0.0001431769,0.0004063893,0.00006350553,0.0001130621,0.0002319131,0.001084993,0.01415531],"study_design_scores_gemma":[0.00007406829,0.00007852853,0.002062077,0.9604403,0.02295448,0.0002367508,0.00042152,0.00003676111,0.0001247074,0.0002655358,0.01328343,0.00002172688],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002852901,0.991,0.0006553205,0.0006635642,0.0002720917,0.00127503,0.002343212,0.00002068992,0.0009171878],"genre_scores_gemma":[0.02663447,0.9650936,0.002022913,0.001241577,0.000131851,0.003088203,0.001443521,0.00001967453,0.0003241807],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02429166,"threshold_uncertainty_score":0.1114433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360437744838902,"score_gpt":0.3949391881654694,"score_spread":0.2588954136815792,"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."}}