{"id":"W7154654637","doi":"10.2310/6620.2009.00005o","title":"Rainbow Shading of Screening Allergen Series: A Visual Aid to Teach about Contact Allergens and Potentially Temper Allergen Selection","year":2009,"lang":"en","type":"article","venue":"Dermatitis","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Allergen; Selection (genetic algorithm); Shading; Allergic contact dermatitis; Allergy","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":[0.0003126698,0.0009865989,0.0002366019,0.0003193929,0.0003825425,0.0003306681,0.0006963564,0.0008206126,0.04371992],"category_scores_gemma":[0.0009011719,0.0002294708,0.000413859,0.00008781404,0.0002554632,0.0004681221,0.0009767718,0.001277175,0.005344285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001853089,"about_ca_system_score_gemma":0.0003747542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008328446,"about_ca_topic_score_gemma":0.002424106,"domain_scores_codex":[0.9999332,0.00001802868,0.00000305351,0.000009539512,0.00001825712,0.000017841],"domain_scores_gemma":[0.9997038,0.0001264699,0.00001302815,0.00002392854,0.000037857,0.00009490963],"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":[0.002774502,0.002024458,0.005745315,0.00105004,0.00006439164,0.005046917,0.002494085,0.004061905,0.1421377,0.008464,0.3905141,0.4356226],"study_design_scores_gemma":[0.0009910883,0.004530963,0.02323311,0.0006844401,0.0002818411,0.0122054,0.002977402,0.02354876,0.071528,0.01684962,0.8429713,0.0001981573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2901726,0.003448395,0.2900482,0.01477737,0.006088906,0.002147838,0.001653113,0.02042838,0.3712352],"genre_scores_gemma":[0.4405541,0.00309402,0.3678451,0.007420859,0.001266084,0.0007678809,0.0008740498,0.00220742,0.1759703],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04371992,"threshold_uncertainty_score":0.1462577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051453262909322,"score_gpt":0.2589125015735867,"score_spread":0.2483979689444935,"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."}}