{"id":"W2956022268","doi":"10.1097/der.0000000000000482","title":"Pioneers in Dermatology: The American Contact Dermatitis Society Fall 2018 Meeting","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; 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":[0.005342561,0.001649875,0.000535587,0.00266862,0.001862077,0.004333012,0.0008976148,0.003949785,0.05084321],"category_scores_gemma":[0.004643728,0.0003721079,0.0006835659,0.001391764,0.0006467433,0.002358901,0.002747464,0.005569632,0.01775235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002337261,"about_ca_system_score_gemma":0.006581446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003134801,"about_ca_topic_score_gemma":0.01774524,"domain_scores_codex":[0.9979686,0.0003215665,0.0001074594,0.0002584884,0.0009840984,0.0003597886],"domain_scores_gemma":[0.9923102,0.0004662025,0.0003108138,0.0001273058,0.003166651,0.003618726],"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":[0.00003541646,0.00004588654,0.0005657287,0.0002111364,0.000006166243,0.0001031143,0.0000568394,0.00001784653,0.0002423898,0.0004666027,0.9504169,0.047832],"study_design_scores_gemma":[0.000009939517,0.00002265197,0.001431745,0.0002952435,0.000006278688,0.0001448283,0.0001263226,0.00001771432,0.00008652217,0.0002933614,0.99756,0.000005398829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002781244,0.131932,0.0008593259,0.346076,0.4345471,0.0002367014,0.0007521306,0.0002620089,0.08255365],"genre_scores_gemma":[0.02481093,0.1617377,0.00224173,0.05690291,0.4106553,0.0002994452,0.001582292,0.0002930338,0.3414767],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05084321,"threshold_uncertainty_score":0.1700875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028579626587073,"score_gpt":0.2489138984751123,"score_spread":0.2386281022092416,"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."}}