{"id":"W3115662295","doi":"10.1186/s12895-020-00114-x","title":"Effects of variations in access to care for children with atopic dermatitis","year":2020,"lang":"en","type":"article","venue":"BMC Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"Regeneron Pharmaceuticals; Sanofi","keywords":"Atopic dermatitis; Medicine; Dermatology","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":[],"consensus_categories":[],"category_scores_codex":[0.00001046213,0.0001095768,0.0004159042,0.0001120922,0.00003828737,0.000006490653,0.0001348738,0.00009701736,0.00001680641],"category_scores_gemma":[0.0002405453,0.00009569667,0.00005528925,0.0002289804,0.00005028112,0.00007218336,0.00004683275,0.00006948822,0.0000140751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001224233,"about_ca_system_score_gemma":0.0001517211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001692863,"about_ca_topic_score_gemma":0.000118304,"domain_scores_codex":[0.9992551,0.00005838939,0.0002282843,0.00019502,0.0000708665,0.0001923878],"domain_scores_gemma":[0.9993682,0.0002199702,0.00006071205,0.0001369954,0.00007470158,0.0001394263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009169702,0.00007467549,0.990894,0.001395393,0.00005722072,0.00007102808,0.0009951948,0.00001864905,0.00003565504,0.0006110642,0.005504088,0.0002513059],"study_design_scores_gemma":[0.003093158,0.0000833781,0.9882062,0.00008457957,0.0001418933,0.000380799,0.00007004855,0.0001195004,0.00697052,0.00007314339,0.0006803433,0.00009645068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978654,0.0008038166,0.01364146,0.004736479,0.00006056685,0.001735052,0.00002541016,0.00005168578,0.000291471],"genre_scores_gemma":[0.9926797,0.000007273956,0.002283275,0.004671664,0.00002647796,0.000248195,0.00006503474,0.00001384042,0.000004580858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0140256,"threshold_uncertainty_score":0.3902397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295338485247899,"score_gpt":0.282339031719434,"score_spread":0.269385646866955,"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."}}