{"id":"W4281638727","doi":"10.1097/der.0000000000000904","title":"Atopic Dermatitis in Latin America: A Roadmap to Address Data Collection, Knowledge Gaps, and Challenges","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Epidemiology; Ethnic group; Disease; Public health; Latin Americans; Family medicine; Translational research; Environmental health; Immunology; Nursing; Political science; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107383,0.0001481023,0.0003563273,0.0002774119,0.0002380617,0.00001988963,0.0002183964,0.00005076112,0.0006428304],"category_scores_gemma":[0.0001679074,0.0001621657,0.00002924872,0.0004425466,0.00007380453,0.0001433288,0.0004882381,0.0002101346,0.00007433059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006709542,"about_ca_system_score_gemma":0.0001224254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001488139,"about_ca_topic_score_gemma":0.000537843,"domain_scores_codex":[0.9986722,0.0002216644,0.0003071858,0.0003558946,0.0001842233,0.0002588393],"domain_scores_gemma":[0.9990565,0.000137602,0.00006153683,0.000527431,0.00004099725,0.0001759387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001607239,0.000406924,0.1379273,0.0005943181,0.00008180492,0.0007117894,0.006208364,0.00000972023,0.000007051801,0.0002455897,0.8238344,0.02995666],"study_design_scores_gemma":[0.0008167022,0.00004521911,0.5394469,0.00007120454,0.00003010465,0.0006252375,0.0009176719,0.0006520562,0.00002653645,0.00009339632,0.4571522,0.0001227374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6902468,0.1409571,0.0001666104,0.1212378,0.0009360034,0.002117962,0.0006685028,0.0003567556,0.04331249],"genre_scores_gemma":[0.9870126,0.004238172,0.0004264097,0.006993365,0.00005340888,0.0002932874,0.0002945731,0.00002170088,0.0006665272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4015196,"threshold_uncertainty_score":0.7038543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04657197032523853,"score_gpt":0.2981818793225945,"score_spread":0.251609908997356,"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."}}