{"id":"W2472250098","doi":"10.1097/der.0000000000000198","title":"American Contact Dermatitis Society Contact Allergy Management Program App","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact allergy; Contact dermatitis; Dermatology; Allergic contact dermatitis; Allergy; Immunology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004067962,0.0004257886,0.0003167085,0.001664818,0.0006435126,0.001056577,0.0004238896,0.0009865735,0.3301527],"category_scores_gemma":[0.001848291,0.0001572561,0.0003273611,0.0006482571,0.00007260659,0.0007632948,0.0009752162,0.0009385219,0.08843686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000216768,"about_ca_system_score_gemma":0.0009245758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280928,"about_ca_topic_score_gemma":0.00623231,"domain_scores_codex":[0.9996772,0.00003690521,0.00002129873,0.00002392863,0.0001990271,0.00004165116],"domain_scores_gemma":[0.9986663,0.0002768076,0.0001448062,0.00004095345,0.0004953843,0.0003757675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003232098,0.0002078788,0.0004236624,0.0001420841,0.000002122063,0.00004992702,0.00001316683,0.00001052609,0.000149354,0.0001267024,0.8726725,0.1261697],"study_design_scores_gemma":[0.00007064713,0.0001112766,0.0090271,0.000405267,0.000009142213,0.000505275,0.00008183302,0.0001061049,0.0002277264,0.0004073193,0.9890378,0.00001062011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.01088741,0.01194173,0.002469159,0.03552271,0.006463186,0.002086667,0.01188458,0.006616898,0.9121276],"genre_scores_gemma":[0.03328897,0.02342985,0.00857093,0.01774046,0.01094196,0.002338466,0.01070979,0.0006790511,0.8923006],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.3301527,"threshold_uncertainty_score":0.9554559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009735189599251608,"score_gpt":0.2550011143948875,"score_spread":0.2452659247956359,"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."}}