{"id":"W2936955789","doi":"10.1016/j.jid.2019.03.790","title":"714 Productivity losses in adults with atopic dermatitis (AD): A cross-sectional study from clinical practices in Europe and Canada","year":2019,"lang":"en","type":"article","venue":"Journal of Investigative Dermatology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Probity Medical Research","funders":"","keywords":"Contraindication; Medicine; Work productivity; Cross-sectional study; Productivity; Atopic dermatitis; Demography; Internal medicine; Pediatrics; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007102918,0.0004355216,0.0006466761,0.001879247,0.002614068,0.002054499,0.00155773,0.0007958891,0.001902291],"category_scores_gemma":[0.002614655,0.0005866921,0.0008189237,0.006721961,0.0007790119,0.0006311592,0.001354093,0.001020614,0.0003216364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01359129,"about_ca_system_score_gemma":0.01309824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9718587,"about_ca_topic_score_gemma":0.9780223,"domain_scores_codex":[0.9982176,0.0001561373,0.0001981287,0.0002577147,0.0005753374,0.000595059],"domain_scores_gemma":[0.9971316,0.0001651544,0.0007927608,0.00007093711,0.0009977835,0.0008417566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002253452,0.00001959422,0.9986458,0.00001195974,0.00003265671,0.00005356203,0.0004088325,0.00002053612,0.00003125047,0.00001366494,0.000165176,0.0005744617],"study_design_scores_gemma":[0.00000187302,0.0000132077,0.998552,0.00001213103,0.000009076406,0.00003950244,0.001176594,0.00003887369,0.000007257518,0.000003274828,0.000142769,0.000003474343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995986,0.0007566136,0.00004341731,0.0001564746,0.00001005523,0.000029257,0.001957222,0.0000044678,0.001056455],"genre_scores_gemma":[0.9978987,0.000486128,0.00005678945,0.0001148719,0.000005774377,0.00001366165,0.0009482363,0.000003045397,0.0004725701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02814132,"threshold_uncertainty_score":0.09861219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020780752754769,"score_gpt":0.3295037686068376,"score_spread":0.2992959610792899,"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."}}