{"id":"W4253547044","doi":"10.1097/der.0000000000000366","title":"Reviewers for 2017","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009531984,0.001634004,0.001927062,0.006541235,0.003011868,0.01246098,0.003835108,0.005548146,0.7499474],"category_scores_gemma":[0.07118458,0.0009198923,0.001544598,0.004058821,0.001017782,0.005841788,0.004614469,0.004164146,0.7061553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003168526,"about_ca_system_score_gemma":0.008426892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844351,"about_ca_topic_score_gemma":0.006537769,"domain_scores_codex":[0.9907046,0.001166008,0.001096086,0.001126022,0.004883373,0.001023869],"domain_scores_gemma":[0.906777,0.004585225,0.002984333,0.003918481,0.07186688,0.009867986],"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":[0.00001166061,0.000003846374,0.00001659276,0.00007753563,0.00000112191,0.000008192999,0.000005090516,0.00000462263,0.00001464799,0.0002060676,0.9898478,0.009802769],"study_design_scores_gemma":[0.00001143679,0.000007707081,0.0001238138,0.0001997743,0.00000186461,0.00002648843,0.00002332043,0.00001126172,0.00002447276,0.0003251306,0.9992381,0.000006701931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002853525,0.007440965,0.001775528,0.1134182,0.6031757,0.001508375,0.01526387,0.003825343,0.2533066],"genre_scores_gemma":[0.001485336,0.005890324,0.00117457,0.02451768,0.09189945,0.0008782815,0.009537522,0.002070348,0.8625465],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2500526,"threshold_uncertainty_score":0.3566697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02634710063596171,"score_gpt":0.3187919837676085,"score_spread":0.2924448831316468,"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."}}