{"id":"W4244477971","doi":"10.1097/der.0000000000000154","title":"Cobalt","year":2016,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cobalt; Medicine; Allergen; Suspect; Allergy; Metallurgy; Immunology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000497967,0.0003337772,0.001669785,0.0001673677,0.00005449791,0.00004348361,0.000135918,0.0002281143,0.002121734],"category_scores_gemma":[0.00005073666,0.0002090002,0.0005793328,0.0001290433,0.0000443973,0.00008331834,0.00006525123,0.0002063624,0.004101847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038051,"about_ca_system_score_gemma":0.0002582508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000913747,"about_ca_topic_score_gemma":0.000006014342,"domain_scores_codex":[0.9986466,0.0000537746,0.0005581285,0.0002349805,0.0002357928,0.0002707211],"domain_scores_gemma":[0.9990042,0.0001132477,0.0002104904,0.0004647683,0.00005497503,0.0001523302],"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":[1.334322e-7,0.00001188339,0.000002507584,0.01178517,0.000122815,0.000231146,0.00001155567,4.394355e-10,2.392455e-8,0.0004009751,0.1550418,0.832392],"study_design_scores_gemma":[0.0002517888,0.000021909,0.00006174477,0.04961967,0.0003380562,0.001626372,0.000002629469,3.285871e-7,5.651988e-7,0.00003639893,0.947808,0.0002324818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.926189e-7,0.9576467,0.00004633693,0.0008749281,0.0003623936,0.000537266,0.0001379367,0.0001289698,0.0402651],"genre_scores_gemma":[0.000004180984,0.9919416,0.0001136511,0.001519208,0.0003921513,0.00009882986,0.0001706301,0.00005938957,0.005700339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8321595,"threshold_uncertainty_score":0.9987904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03387717791361913,"score_gpt":0.3197371471194194,"score_spread":0.2858599692058003,"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."}}