{"id":"W4400279223","doi":"10.1089/derm.2024.0107","title":"Association of Countries’ Atopic Dermatitis Burden and Sociodemographic Index with Topical Calcineurin Inhibitor Utilization","year":2024,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Atopic dermatitis; Calcineurin; Dermatology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005643513,0.0001751059,0.0002178946,0.0008232508,0.0001813541,0.0006467538,0.0001819015,0.0001484106,0.003311686],"category_scores_gemma":[0.002225821,0.0001331287,0.0006312435,0.001473804,0.0002018873,0.0003001427,0.0004826206,0.000351196,0.0002509352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002708143,"about_ca_system_score_gemma":0.0003614985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006400876,"about_ca_topic_score_gemma":0.005887844,"domain_scores_codex":[0.9995298,0.0001521405,0.00008448529,0.00009037269,0.00007062599,0.00007249181],"domain_scores_gemma":[0.9976615,0.0004555906,0.001370212,0.0001401773,0.0002098104,0.0001627433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003421467,0.00000897968,0.9984717,0.00002667584,0.0001081101,0.00002550665,0.00002125333,0.00007567497,0.00003829487,0.0000191834,0.000162076,0.001008255],"study_design_scores_gemma":[0.000002073518,0.00002089818,0.9989837,0.00001891034,0.0000491516,0.0001129284,0.0001031299,0.0002540772,0.00004646644,0.00001722064,0.0003890073,0.00000242275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993254,0.0009251087,0.000259009,0.000126542,0.00001183768,0.0000157912,0.00364717,0.000009489754,0.001751072],"genre_scores_gemma":[0.998665,0.0001737738,0.0001641019,0.00002195802,0.00000755357,0.00001102929,0.0008184963,0.000002036031,0.0001360471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006400876,"threshold_uncertainty_score":0.01272726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009147318336630345,"score_gpt":0.254470257959918,"score_spread":0.2453229396232876,"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."}}