{"id":"W1992149291","doi":"10.1097/der.0b013e3182a0a19d","title":"Stability of Patch Test Allergens","year":2013,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patch test; Patch testing; Allergen; Medicine; Expiration date; Allergic contact dermatitis; Expiration; Contact dermatitis; Test (biology); Dermatology; Skin test; Stability (learning theory); Immunology; Allergy; Computer science; Internal medicine; Pathology; Food science; Biology; Machine learning","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":[0.002983651,0.000802999,0.002316545,0.003004698,0.0003261729,0.001533965,0.001048343,0.001061816,0.004049241],"category_scores_gemma":[0.009560321,0.000311923,0.002089645,0.002571823,0.0005539934,0.001851527,0.0005693753,0.001069936,0.001108307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006598916,"about_ca_system_score_gemma":0.0008273839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001356205,"about_ca_topic_score_gemma":0.001447332,"domain_scores_codex":[0.9961714,0.0009867172,0.0007056085,0.0004844503,0.001520157,0.0001316619],"domain_scores_gemma":[0.9924589,0.003981709,0.001731475,0.0002467055,0.001509142,0.0000720401],"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":[0.0003731942,0.0001213871,0.007093514,0.08506842,0.001120739,0.0009630946,0.0002724648,0.0003740925,0.007207443,0.001345173,0.01414154,0.881919],"study_design_scores_gemma":[0.0002023065,0.001502045,0.04607556,0.06925219,0.006069325,0.03463839,0.00106904,0.0006694805,0.01850175,0.004016908,0.8178398,0.0001633439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001957247,0.9947637,0.0004830822,0.000220046,0.0001410652,0.00003917508,0.00012708,0.00001481925,0.00225372],"genre_scores_gemma":[0.03770057,0.958636,0.001233508,0.0005070163,0.0003389531,0.0000649205,0.0003602289,0.00001370378,0.001144982],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004049241,"threshold_uncertainty_score":0.0157792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05087120849033888,"score_gpt":0.3071875082124624,"score_spread":0.2563162997221235,"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."}}