{"id":"W4242772504","doi":"10.1097/der.0000000000000700","title":"North American Contact Dermatitis Group Patch-Test Results, 2001–2002 Study Period","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Contact dermatitis; Atopic dermatitis; Dermatology; Allergic contact dermatitis; Patch testing; Test (biology); 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":[],"consensus_categories":[],"category_scores_codex":[0.0007202582,0.000291858,0.0004499365,0.002017566,0.0005071314,0.0007686561,0.0007733864,0.0006296113,0.004247859],"category_scores_gemma":[0.002091442,0.0003286447,0.0003394819,0.003655365,0.0002004556,0.0008887876,0.0004796857,0.0006085394,0.0009779559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000949303,"about_ca_system_score_gemma":0.0008055388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0894861,"about_ca_topic_score_gemma":0.09285714,"domain_scores_codex":[0.999226,0.0001539626,0.00012237,0.0001931035,0.0001802661,0.0001244145],"domain_scores_gemma":[0.9981428,0.0002665163,0.0008723749,0.00009588541,0.0004630385,0.0001593338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005855601,0.0001363165,0.9801201,0.0003254292,0.0001968741,0.0001716218,0.0003318955,0.0001084813,0.0002001329,0.00004758609,0.01190885,0.005867035],"study_design_scores_gemma":[0.00001265253,0.00003089998,0.9975951,0.00003060868,0.00003503811,0.0001174036,0.0002057318,0.00004106004,0.00002036465,0.00000574596,0.001902217,0.000003213284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871769,0.006817407,0.0003099872,0.0004132648,0.0001322618,0.0003229018,0.08768497,0.0001277081,0.01701453],"genre_scores_gemma":[0.9601951,0.002764839,0.000201994,0.0003857099,0.00008124826,0.0004491086,0.03175592,0.00002268076,0.004143359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0894861,"threshold_uncertainty_score":0.1779305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444014324534395,"score_gpt":0.2520761957913675,"score_spread":0.2376360525460235,"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."}}