{"id":"W1991712547","doi":"10.1097/der.0b013e31826e4591","title":"Cobalt Sensitization and Dermatitis: Considerations for the Clinician","year":2012,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patch testing; Medicine; Cobalt; Sensitization; Dermatology; Contact dermatitis; Patch test; Clinical significance; Skin sensitization; Allergic contact dermatitis; Allergy; Immunology; Internal medicine; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00169426,0.001138744,0.002884567,0.002666079,0.0009442681,0.003172699,0.001317663,0.004815795,0.005526444],"category_scores_gemma":[0.005654557,0.0004103665,0.0007516182,0.002329204,0.001060244,0.006548857,0.002003992,0.006523395,0.00415998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008754639,"about_ca_system_score_gemma":0.002751156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001579372,"about_ca_topic_score_gemma":0.003076162,"domain_scores_codex":[0.9989243,0.0003537824,0.0001956071,0.0001015063,0.00035795,0.00006680683],"domain_scores_gemma":[0.9969796,0.00147521,0.0002575787,0.00008380481,0.000940464,0.0002634121],"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":[0.000117112,0.00008872986,0.000780755,0.01357793,0.00009456385,0.004903418,0.0005437618,0.0001619299,0.0009254646,0.004092429,0.2932673,0.6814467],"study_design_scores_gemma":[0.00003547158,0.00007186623,0.001292593,0.01133823,0.0001040173,0.02114041,0.001508754,0.00008490562,0.0001422802,0.008047201,0.9561868,0.00004744485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001108587,0.9818288,0.000246659,0.01343403,0.003050748,0.000004646957,0.00001082378,0.00002066302,0.001292728],"genre_scores_gemma":[0.002032684,0.9768554,0.0008129839,0.01083438,0.007618062,0.00001429795,0.00003525722,0.000007433078,0.00178941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005526444,"threshold_uncertainty_score":0.01848781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08201267082399952,"score_gpt":0.3458827279391868,"score_spread":0.2638700571151873,"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."}}