{"id":"W4232273376","doi":"10.1007/s11882-019-0870-6","title":"Occupational Dermatosis","year":2019,"lang":"en","type":"review","venue":"Current Allergy and Asthma Reports","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"","keywords":"Medicine; Mandate; Intervention (counseling); Irritant contact dermatitis; Contact dermatitis; Environmental health; Family medicine; Allergy; Nursing; Immunology","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":[0.000204953,0.0009721789,0.001049953,0.003144426,0.000305119,0.00110153,0.0004773078,0.0007962837,0.01321972],"category_scores_gemma":[0.0004735342,0.0001948787,0.0005823472,0.002137453,0.0004087147,0.0008274229,0.0008380633,0.0008540908,0.005047564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002813986,"about_ca_system_score_gemma":0.0008111816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001578478,"about_ca_topic_score_gemma":0.003653214,"domain_scores_codex":[0.999737,0.00003275765,0.00005691278,0.00005316361,0.00008220402,0.00003794186],"domain_scores_gemma":[0.9998376,0.00004298779,0.00005032209,0.00001134581,0.00003984846,0.00001787942],"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":[0.00005822846,0.00006462303,0.0005890492,0.01462618,0.00008440964,0.0007541042,0.00006537917,0.00009237622,0.001549379,0.000918722,0.03385246,0.9473451],"study_design_scores_gemma":[0.00002954424,0.00009771451,0.004085165,0.0105694,0.000333972,0.01184622,0.0001668751,0.00005289552,0.0006427548,0.0009626622,0.9711939,0.00001899662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000565561,0.9902859,0.0002747483,0.0001595519,0.0006436017,0.00002021928,0.0001049553,0.00002396265,0.007921451],"genre_scores_gemma":[0.006833909,0.9820556,0.0005048027,0.0006062099,0.000587811,0.00001534591,0.0002623889,0.000004970276,0.009128926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01321972,"threshold_uncertainty_score":0.04422432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0568824346395317,"score_gpt":0.3494689595739451,"score_spread":0.2925865249344134,"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."}}