{"id":"W2969261525","doi":"10.1097/der.0000000000000487","title":"Willingness to Participate in Atopic Dermatitis Studies and Clinical Trails","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Medicine; Dermatology","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":[0.08393082,0.0003426776,0.000845753,0.003033243,0.001856866,0.003628721,0.001020908,0.002075814,0.03425667],"category_scores_gemma":[0.1843314,0.000433177,0.0008597432,0.002231237,0.0006103747,0.002650323,0.003805251,0.00182032,0.005678043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009829267,"about_ca_system_score_gemma":0.007549991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000799175,"about_ca_topic_score_gemma":0.002095265,"domain_scores_codex":[0.9356934,0.0434481,0.008916629,0.001776594,0.007721911,0.002443262],"domain_scores_gemma":[0.7831591,0.1064281,0.03559968,0.01416468,0.02553123,0.03511717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009123057,0.004274629,0.2982085,0.009502069,0.0006569165,0.0005967936,0.006684004,0.0003235438,0.00108228,0.002772077,0.1348819,0.5318941],"study_design_scores_gemma":[0.003897816,0.006632212,0.4942617,0.01771889,0.0007808356,0.001416031,0.017195,0.0005374769,0.001163124,0.007447376,0.4486215,0.0003280177],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4800983,0.06697352,0.01427209,0.1590774,0.01051036,0.049296,0.02345722,0.0008337169,0.1954814],"genre_scores_gemma":[0.8342988,0.02682227,0.02044355,0.02921833,0.006265018,0.04686762,0.009279331,0.0001704957,0.02663449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08393082,"threshold_uncertainty_score":0.4438739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05080462714334988,"score_gpt":0.372267814462922,"score_spread":0.3214631873195721,"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."}}