{"id":"W4392468926","doi":"10.1111/ajd.14243","title":"Systematic scoping review on the barriers to access of biologics in <scp>moderate‐to‐severe</scp> adult atopic dermatitis","year":2024,"lang":"en","type":"letter","venue":"Australasian Journal of Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Memorial University of Newfoundland; University of British Columbia","funders":"","keywords":"Medicine; Atopic dermatitis; Dermatology; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0243381,0.001575438,0.008785506,0.01205365,0.0009431483,0.003454494,0.002347299,0.003224773,0.006928381],"category_scores_gemma":[0.1073246,0.001169932,0.006017818,0.01360452,0.001080657,0.003786843,0.002525806,0.00167984,0.000570478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003409159,"about_ca_system_score_gemma":0.01492544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004952714,"about_ca_topic_score_gemma":0.01748822,"domain_scores_codex":[0.9824493,0.005860053,0.00774912,0.0007179759,0.002827716,0.0003958805],"domain_scores_gemma":[0.9057065,0.06784014,0.01629806,0.000928972,0.008624592,0.0006017379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001221056,0.0000117638,0.0003934565,0.9708009,0.003039938,0.0001139317,0.0002493759,0.00004644791,0.0001012172,0.0001878469,0.003720173,0.02121294],"study_design_scores_gemma":[0.00007602966,0.00008234819,0.001000604,0.9691144,0.01379327,0.0001318942,0.0001633216,0.00004356932,0.00007872962,0.0002195477,0.01527791,0.00001834528],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001489805,0.992358,0.0003828499,0.002399346,0.0007941524,0.001024848,0.0009318877,0.00002137223,0.0005976699],"genre_scores_gemma":[0.01276706,0.9792727,0.001118137,0.003320502,0.0005657439,0.002078698,0.0005341397,0.000016949,0.0003261457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0243381,"threshold_uncertainty_score":0.1287137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661935346881652,"score_gpt":0.3183812805819362,"score_spread":0.2917619271131197,"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."}}