{"id":"W4381309027","doi":"10.2340/actadv.v103.6520","title":"Factors Associated with Eczema Clinical Trial Awareness, Interest, and Participation in Adults","year":2023,"lang":"en","type":"article","venue":"Acta Dermato Venereologica","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kyowa Kirin Pharmaceutical Development; Incyte; Dermira; Regeneron Pharmaceuticals; Sanofi; Oregon Health and Science University; Valeant Pharmaceuticals International; Amgen; Pfizer; Galderma; Eli Lilly and Company; GlaxoSmithKline","keywords":"Medicine; Clinical trial; MEDLINE; Family medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001950493,0.00007903494,0.0002198861,0.0003809874,0.0002789568,0.000618688,0.0001422342,0.0004688136,0.002288908],"category_scores_gemma":[0.01287451,0.000104559,0.0002351318,0.0004631529,0.0001960914,0.0004173744,0.0003830956,0.0006322243,0.0001841538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001604598,"about_ca_system_score_gemma":0.0004645871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001826386,"about_ca_topic_score_gemma":0.002308984,"domain_scores_codex":[0.9987227,0.0005842347,0.0002128701,0.00008575053,0.0002378963,0.0001565023],"domain_scores_gemma":[0.9907547,0.003180737,0.004064149,0.0002465622,0.0006294508,0.001124469],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000991163,0.0002111755,0.9951869,0.00004248106,0.0000191353,0.00006421775,0.0004700366,0.00001983654,0.00009647768,0.00002802169,0.0002128185,0.003549889],"study_design_scores_gemma":[0.000006872285,0.0002071374,0.9980964,0.00002947813,0.00001529708,0.0002100241,0.0007526323,0.00009136659,0.00003849042,0.00003251444,0.00051672,0.000002960184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977768,0.0003737568,0.00004152372,0.0003105151,0.000005512839,0.0000298778,0.0001331338,0.0000015982,0.001327261],"genre_scores_gemma":[0.9993986,0.0001561326,0.00006298313,0.0001036728,0.00001272981,0.00001654047,0.00008962276,6.706898e-7,0.0001590609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9980495,"threshold_uncertainty_score":0.0103153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7368420234961648,"score_gpt":0.5978698944807841,"score_spread":0.1389721290153807,"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."}}