{"id":"W4250929469","doi":"10.1097/der.0000000000000467","title":"Reviewers for 2018","year":2019,"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":[0.008034935,0.001506302,0.001847946,0.00607819,0.003041835,0.01289419,0.003402878,0.004999755,0.7913238],"category_scores_gemma":[0.0602632,0.0008523616,0.001458078,0.003787769,0.0009743659,0.005963553,0.004635622,0.004175704,0.7467337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002733169,"about_ca_system_score_gemma":0.006264088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002404732,"about_ca_topic_score_gemma":0.005065304,"domain_scores_codex":[0.9912889,0.001039662,0.0009322235,0.001186955,0.00459805,0.0009541921],"domain_scores_gemma":[0.9323507,0.004062148,0.002273107,0.003823773,0.04947939,0.008010902],"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":[0.00001101663,0.00000445677,0.000019147,0.00006572325,0.000001065952,0.000008835073,0.000006520343,0.000005136731,0.00001864721,0.0003142306,0.9878603,0.011685],"study_design_scores_gemma":[0.000008541201,0.000006494655,0.0001105046,0.0001269121,0.000001332812,0.00002363849,0.00001909635,0.00001129642,0.00002265677,0.0003071517,0.999357,0.000005329616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0003362749,0.006176322,0.002388858,0.09375557,0.5025852,0.001321109,0.01828581,0.006337362,0.3688134],"genre_scores_gemma":[0.001387597,0.003711855,0.001220267,0.01567379,0.05873019,0.0006327071,0.008622108,0.002376837,0.9076446],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2086762,"threshold_uncertainty_score":0.2976513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423734947805988,"score_gpt":0.2793317873498133,"score_spread":0.2650944378717534,"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."}}