{"id":"W3135512411","doi":"10.1016/j.abdp.2018.04.001","title":"10.1016/j.abdp.2018.04.001","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sarcoma; Pathology","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":[0.0000917111,0.0001885748,0.0003001611,0.0000903127,0.00007174228,0.00002091613,0.0001735273,0.00007901885,0.9993777],"category_scores_gemma":[0.0001020802,0.0001738661,0.0001082455,0.0002038267,0.00005884773,0.00005660235,0.00005039191,0.0001263506,0.9982146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007184318,"about_ca_system_score_gemma":0.00008718808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005279321,"about_ca_topic_score_gemma":8.202274e-8,"domain_scores_codex":[0.9987946,0.00002929727,0.0002358335,0.0002835543,0.0002852445,0.0003714584],"domain_scores_gemma":[0.9989868,0.00004674313,0.00003343741,0.000599862,0.00005357989,0.0002795389],"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":[0.0002761871,0.0002185503,0.000001164216,0.00001525577,0.0000360718,0.00005198165,0.000009583342,0.000008272314,0.00007735735,3.717553e-7,0.6144292,0.384876],"study_design_scores_gemma":[0.0009204478,0.000319084,0.001066442,0.00007274064,0.0001067904,0.00007018756,0.000001225564,0.00006650533,0.0001113177,0.000006025492,0.9970646,0.0001946278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00248985,0.0004546672,2.748936e-7,0.0007141526,0.00000218876,0.0003745737,0.0000206197,0.0003422954,0.9956014],"genre_scores_gemma":[0.001090275,8.103916e-7,0.0001119168,0.0002320862,0.000199393,0.00003070492,0.00006992788,0.00005669071,0.9982082],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3846814,"threshold_uncertainty_score":0.7090052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006636476724063998,"score_gpt":0.1959778904608129,"score_spread":0.1893414137367489,"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."}}