{"id":"W4293825646","doi":"10.1111/cod.14203","title":"Facial dermatoses induced by face masks: A systematic review and <scp>meta‐analysis</scp> of observational studies","year":2022,"lang":"en","type":"review","venue":"Contact Dermatitis","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Meta-analysis; Checklist; Dermatology; Systematic review; MEDLINE; Internal medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005552973,0.0004961069,0.00834681,0.0004029453,0.0001661448,0.0000357402,0.0001386443,0.0001810933,0.0002849391],"category_scores_gemma":[0.001324403,0.0003721556,0.001927619,0.000875577,0.0000361703,0.0001911522,0.00009489471,0.0003573827,0.00001888103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372725,"about_ca_system_score_gemma":0.0002078549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001945905,"about_ca_topic_score_gemma":0.00001138471,"domain_scores_codex":[0.9963811,0.0006665551,0.001823777,0.0003652729,0.000540863,0.0002224457],"domain_scores_gemma":[0.9960971,0.00145532,0.001685972,0.0004044717,0.0002543023,0.0001028264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[4.624302e-7,0.00005098363,0.00005065516,0.8756934,0.1199718,0.0000108161,0.0001535401,2.090647e-7,6.973432e-7,0.00006964913,0.002605897,0.001391874],"study_design_scores_gemma":[0.0002912814,0.00006734,0.0001460011,0.04921103,0.6749253,0.0001614408,0.00009783922,0.00001795533,0.000001576841,0.000006615126,0.2749374,0.000136283],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001616912,0.9952361,0.0002531948,0.0001243821,0.0001228707,0.003490424,0.0004604708,0.00005393646,0.0002424727],"genre_scores_gemma":[0.00102794,0.9945517,0.00002153604,0.001246568,0.00003564661,0.001461518,0.001099014,0.00003498617,0.000521082],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8264824,"threshold_uncertainty_score":0.999873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.175122164211617,"score_gpt":0.3802519859713442,"score_spread":0.2051298217597272,"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."}}