{"id":"W7154585091","doi":"10.2310/6620.2009.00005j","title":"Analysis of Occupationally-Related Positive Patch Test Results in the 2001–02 North American Contact Dermatitis Group Canadian Data","year":2009,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; St. Michael's Hospital","funders":"","keywords":"Patch test; Contact dermatitis; Test (biology); Patch testing; Group (periodic table)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001623863,0.0005448815,0.0006919849,0.006325438,0.001650721,0.001212007,0.001571811,0.0004294632,0.002959577],"category_scores_gemma":[0.006043072,0.0004696039,0.001071596,0.01025016,0.0004049743,0.0003799754,0.0006696258,0.0005501683,0.0004667121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01574594,"about_ca_system_score_gemma":0.02393625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9878886,"about_ca_topic_score_gemma":0.9891602,"domain_scores_codex":[0.9963432,0.0002757038,0.0003304667,0.0004694174,0.001732475,0.0008487928],"domain_scores_gemma":[0.9920748,0.0006812044,0.001515943,0.0004121489,0.004648805,0.0006670248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002256798,0.00002992157,0.9915628,0.000115292,0.0002019933,0.0001175602,0.0002567605,0.000214724,0.0003686028,0.0001141408,0.003376645,0.003415923],"study_design_scores_gemma":[0.000006758878,0.00001677286,0.9974664,0.00001977393,0.00006310957,0.00008276804,0.0002485035,0.0001782376,0.0001012499,0.000007978995,0.001800754,0.000007652767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8747366,0.00186509,0.0004036259,0.0002525299,0.00003096406,0.00020552,0.1129441,0.0000717487,0.009489833],"genre_scores_gemma":[0.9576743,0.0009701377,0.0003368084,0.0001224893,0.00001295601,0.000085414,0.0386467,0.00002637062,0.002124916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01574594,"threshold_uncertainty_score":0.1142453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604432091394487,"score_gpt":0.2659356180979258,"score_spread":0.2498912971839809,"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."}}