{"id":"W4383683881","doi":"10.58931/cpct.2023.116","title":"Management and Treatment of Atopic Dermatitis in Primary Care","year":2023,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dermatology; Medicine; Atopic dermatitis; Erythema; Edema; Disease; Primary care; Allergy; Surgery; Internal medicine; Immunology","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":[0.0004256356,0.0002289057,0.0004411907,0.0005540285,0.001518116,0.0007297707,0.0004419511,0.0009237917,0.006175205],"category_scores_gemma":[0.001374719,0.0001120116,0.0004342296,0.0004907159,0.0001774852,0.000382792,0.0006037261,0.001355862,0.001152694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736488,"about_ca_system_score_gemma":0.002003859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01808845,"about_ca_topic_score_gemma":0.04636284,"domain_scores_codex":[0.9993723,0.0001337579,0.00005375611,0.00004614213,0.0002771397,0.0001169434],"domain_scores_gemma":[0.9995657,0.0000495359,0.00007025876,0.00001094602,0.0001668831,0.0001365991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003121697,0.001911067,0.03046889,0.002458104,0.0001177061,0.01179435,0.000909835,0.0003954279,0.003294068,0.001696633,0.1874476,0.7591941],"study_design_scores_gemma":[0.0008355391,0.002125012,0.2498906,0.01234718,0.0003698311,0.05556289,0.002946227,0.001949178,0.002071994,0.004992394,0.6668125,0.0000965615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1280844,0.4655345,0.004929254,0.1209594,0.003767192,0.001373642,0.0009318732,0.0005170825,0.2739027],"genre_scores_gemma":[0.6331939,0.2723546,0.01762736,0.03912909,0.006866728,0.0006536288,0.001314766,0.00006976014,0.02879009],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01808845,"threshold_uncertainty_score":0.03596634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00810226559176875,"score_gpt":0.2218429618780501,"score_spread":0.2137406962862814,"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."}}