{"id":"W3000506888","doi":"10.1097/prs.0000000000006736","title":"Spotlight in Plastic Surgery: April 2020","year":2020,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Plastic surgery; General surgery; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002758689,0.001280322,0.0008738055,0.003094068,0.001596685,0.008050624,0.001392351,0.005818694,0.2781656],"category_scores_gemma":[0.009015183,0.0006579815,0.001305645,0.001648462,0.001135839,0.00540254,0.00223162,0.004872318,0.1449099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00208519,"about_ca_system_score_gemma":0.003083921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001232919,"about_ca_topic_score_gemma":0.00303525,"domain_scores_codex":[0.9977456,0.0002310365,0.0001737507,0.0002123669,0.001309567,0.0003276808],"domain_scores_gemma":[0.9907386,0.001261744,0.0006153738,0.0002843087,0.003902107,0.003197981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002973539,0.00001423459,0.00006768094,0.0001560625,0.000002783537,0.00005035605,0.000008026146,0.00001475851,0.0001016389,0.0006697238,0.9688647,0.03002029],"study_design_scores_gemma":[0.00001426829,0.000022291,0.0002969346,0.00031801,0.000003206323,0.0001368584,0.00003433054,0.00002537762,0.00007128809,0.0005494238,0.9985202,0.000007819655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006458336,0.04457276,0.0008234467,0.1086474,0.7139042,0.0001312353,0.001222159,0.0008960582,0.1291568],"genre_scores_gemma":[0.00559228,0.0506204,0.00135435,0.07471742,0.5073043,0.0001467246,0.001931665,0.0006058873,0.357727],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2781656,"threshold_uncertainty_score":0.9305565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05618409522443842,"score_gpt":0.2992970589138291,"score_spread":0.2431129636893907,"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."}}