{"id":"W918965066","doi":"10.1097/der.0000000000000119","title":"Demographics of US Pediatric Contact Dermatitis Registry Providers","year":2015,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Miami","keywords":"Medicine; Demographics; Family medicine; Quarter (Canadian coin); Allergic contact dermatitis; Allergy; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001840078,0.000150052,0.0002026205,0.001408124,0.0005544157,0.0005419142,0.0003878987,0.0003271227,0.00742127],"category_scores_gemma":[0.007983183,0.0002151719,0.0002208139,0.00228273,0.0002641364,0.0008124402,0.0006077816,0.000397817,0.001080776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007244514,"about_ca_system_score_gemma":0.001518607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006975667,"about_ca_topic_score_gemma":0.006458164,"domain_scores_codex":[0.9981573,0.0004594724,0.0003473855,0.0003272407,0.0004749523,0.0002336383],"domain_scores_gemma":[0.9915401,0.001948141,0.004729243,0.0002932934,0.000898224,0.0005909911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004298875,0.00004758053,0.99213,0.00003397737,0.000008855051,0.0001081781,0.0007427603,0.000077605,0.0001833437,0.00008372613,0.002722593,0.003818362],"study_design_scores_gemma":[0.00001098256,0.0001234509,0.9883717,0.00008262778,0.00001245986,0.001713771,0.00439847,0.0002985326,0.0001968444,0.00004165525,0.004739758,0.000009757202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986145,0.0003300383,0.000428191,0.0007128468,0.00001273671,0.0001575068,0.007839218,0.0000534584,0.00432106],"genre_scores_gemma":[0.9922708,0.0006047305,0.000912435,0.000362213,0.00001864016,0.0004756766,0.004600025,0.00002084762,0.0007345745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00742127,"threshold_uncertainty_score":0.02482665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193494122494855,"score_gpt":0.2513870437325575,"score_spread":0.232037631483072,"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."}}