{"id":"W3127741312","doi":"10.1111/bjd.19874","title":"Priority research questions in atopic dermatitis: an International Eczema Council eDelphi consensus","year":2021,"lang":"en","type":"letter","venue":"British Journal of Dermatology","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"University of California, San Francisco; Medical Research Council; National Institute for Health and Care Research; Wellcome Trust","keywords":"Atopic dermatitis; Dermatology; Consensus conference; Medicine; MEDLINE; Family medicine; Political science; Internal medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.005671259,0.0002108347,0.0007827912,0.0008268678,0.0005289975,0.0006670819,0.001945867,0.001587338,0.0006417268],"category_scores_gemma":[0.008904578,0.000290898,0.0002075843,0.0007559627,0.001610682,0.000472079,0.000271078,0.007510586,0.00003108361],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002142645,"about_ca_system_score_gemma":0.009750764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01048063,"about_ca_topic_score_gemma":0.03207767,"domain_scores_codex":[0.9869642,0.006313741,0.001359477,0.0004370796,0.003883995,0.001041565],"domain_scores_gemma":[0.9904487,0.001689094,0.0005397214,0.0003699624,0.006705689,0.0002468752],"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":[0.000005980273,0.0001278517,0.002775535,0.00006342914,0.00006038807,0.1285842,0.001022114,0.000001067627,0.000004990467,0.0007196556,0.8618962,0.004738635],"study_design_scores_gemma":[0.0005351125,0.00003568991,0.003151479,0.000976976,0.00001546324,0.05986732,0.001528634,0.00001654845,0.00001902646,0.006641244,0.9269604,0.0002520867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03150259,0.00419386,0.00007861794,0.9431189,0.002444732,0.0005275255,0.00009738236,0.00006797365,0.01796842],"genre_scores_gemma":[0.710359,0.04160809,0.0110411,0.2131122,0.01760219,0.0002372797,0.0002667536,0.0002704832,0.005502927],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7300067,"threshold_uncertainty_score":0.9999543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.232095952873283,"score_gpt":0.4617653728410365,"score_spread":0.2296694199677535,"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."}}