{"id":"W4237236089","doi":"10.1002/14651858.cd013870","title":"Phototherapy for atopic eczema","year":2021,"lang":"en","type":"article","venue":"Cochrane Database of Systematic Reviews","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Dermatology; Medicine; Atopic dermatitis; Regimen; Protocol (science); Surgery; Alternative medicine; Pathology","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":[0.009983565,0.002276997,0.007696808,0.006371447,0.001171152,0.003180708,0.001818126,0.003418492,0.02799135],"category_scores_gemma":[0.02862982,0.001360502,0.009207804,0.004912531,0.0009118471,0.002360706,0.001964285,0.002703267,0.001967411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005790636,"about_ca_system_score_gemma":0.01000205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00561758,"about_ca_topic_score_gemma":0.01465315,"domain_scores_codex":[0.9888916,0.005379962,0.003340064,0.0005891398,0.001430094,0.0003692075],"domain_scores_gemma":[0.9890546,0.005826121,0.003073266,0.0002704622,0.001417692,0.0003578297],"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":[0.00140248,0.00005462658,0.0001801374,0.9470331,0.002982988,0.00006291908,0.0001242854,0.0001235315,0.0002715753,0.0005314849,0.00646406,0.04076885],"study_design_scores_gemma":[0.006923434,0.0007210326,0.002454689,0.9118333,0.02275683,0.0002366755,0.0002148043,0.0001671384,0.000430578,0.0009795494,0.05321305,0.00006895715],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002817279,0.7965464,0.001565322,0.002441274,0.001490769,0.182034,0.005021666,0.000208097,0.00787517],"genre_scores_gemma":[0.02486182,0.6766666,0.01560775,0.004736163,0.0004490907,0.2708415,0.001779985,0.00006324403,0.004993977],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02799135,"threshold_uncertainty_score":0.09364039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07688042867536644,"score_gpt":0.3737026052197258,"score_spread":0.2968221765443593,"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."}}