{"id":"W4249057481","doi":"10.5864/d2018-015","title":"Branch Updates","year":2018,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Tattoo and Body Piercing Complications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005558061,0.00005958903,0.0001355782,0.00001308406,0.0007513512,0.00001088947,0.0001549615,0.00002030316,0.002539691],"category_scores_gemma":[0.0000195225,0.00005531189,0.0000392514,0.0001089016,0.0003099561,0.0000779268,0.00002805803,0.00005838227,0.003020226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000142854,"about_ca_system_score_gemma":0.00006919894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002615803,"about_ca_topic_score_gemma":0.0002003521,"domain_scores_codex":[0.9990665,0.0001582842,0.0001878628,0.000157624,0.0001815048,0.00024824],"domain_scores_gemma":[0.9995411,0.00002915471,0.000076606,0.0001884725,0.000003445558,0.0001612244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002096553,0.0001773921,0.00737571,0.0005431234,0.000008894486,4.375954e-7,0.003654555,3.738592e-8,0.00005232412,0.01476238,0.168963,0.8044601],"study_design_scores_gemma":[0.00003347497,0.00003381713,0.0104859,0.0003178099,0.000003936795,9.409759e-7,0.00006646353,5.298933e-7,0.000005862823,0.0003357948,0.9886567,0.00005878512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02844604,0.620351,0.000935402,0.1988425,0.001189595,0.003379936,0.00007438292,0.0003698748,0.1464112],"genre_scores_gemma":[0.6824443,0.2881101,0.0006826863,0.02567618,0.0005235877,0.00004308515,0.00002821841,0.00001136212,0.002480399],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8196937,"threshold_uncertainty_score":0.9983721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04400529884759134,"score_gpt":0.392335092920514,"score_spread":0.3483297940729226,"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."}}