{"id":"W2918117541","doi":"10.1111/cod.13254","title":"Safety equipment: When protection becomes a problem","year":2019,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; Royal Victoria Hospital; McGill University; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Content (measure theory); Computer science; Internet privacy; Mathematics","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":[0.01300114,0.0007373379,0.001017345,0.00169722,0.002721028,0.009486362,0.001795712,0.008502178,0.03076468],"category_scores_gemma":[0.04869247,0.0003800434,0.0008657112,0.000981076,0.005205697,0.01103972,0.003613573,0.006411398,0.008831543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002472759,"about_ca_system_score_gemma":0.004997554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001965965,"about_ca_topic_score_gemma":0.003393744,"domain_scores_codex":[0.9854131,0.004266246,0.001162891,0.001180888,0.006450225,0.0015267],"domain_scores_gemma":[0.9672204,0.01541063,0.004167784,0.002193853,0.008168486,0.002838874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004932046,0.0004138621,0.02759935,0.002292638,0.0001181548,0.01073523,0.005707685,0.0004824462,0.004698064,0.05033763,0.3069279,0.5901939],"study_design_scores_gemma":[0.00004177228,0.0005504896,0.01076346,0.006775877,0.0001141545,0.02811682,0.02327886,0.001027609,0.004362573,0.08751211,0.8373318,0.0001244199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0580754,0.04330944,0.03080323,0.6908713,0.01133959,0.0003163635,0.0004255192,0.0009596367,0.1638994],"genre_scores_gemma":[0.6548876,0.05460184,0.03882105,0.1469109,0.008626993,0.0002635771,0.0007099058,0.0009370069,0.09424122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03076468,"threshold_uncertainty_score":0.1029181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04177844765675932,"score_gpt":0.3021778578916444,"score_spread":0.2603994102348851,"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."}}