{"id":"W4406571902","doi":"10.1016/j.abdp.2023.09.023","title":"10.1016/j.abdp.2023.09.023","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":"Art","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":[0.00009784754,0.0001892194,0.0003060845,0.00009838553,0.000074458,0.00002134085,0.0001728003,0.00007919562,0.9991492],"category_scores_gemma":[0.0001195593,0.0001772844,0.0001284392,0.000260925,0.00005468846,0.00005238091,0.00005276341,0.000132786,0.99848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006963901,"about_ca_system_score_gemma":0.0001025084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004983634,"about_ca_topic_score_gemma":1.102878e-7,"domain_scores_codex":[0.9987696,0.0000306814,0.0002407225,0.0002930346,0.0002954783,0.0003704892],"domain_scores_gemma":[0.9990029,0.00005190652,0.0000325942,0.0005754297,0.0000591456,0.0002780091],"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":[0.0003014389,0.0001641595,0.000001614398,0.00001939501,0.00004524188,0.0000741746,0.00001528621,0.00001581571,0.0001028384,5.419178e-7,0.5825124,0.4167471],"study_design_scores_gemma":[0.0007074886,0.0002883658,0.001362005,0.00008486688,0.0001096176,0.0000589162,0.000002109228,0.00007726552,0.0001327368,0.000007372093,0.9969739,0.0001953456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002666098,0.0004880138,4.690431e-7,0.0009050498,0.000002174381,0.0003935772,0.00002390476,0.0003106216,0.9952101],"genre_scores_gemma":[0.000812408,7.681559e-7,0.000118934,0.0001983962,0.0001998279,0.00003705279,0.00005704449,0.00005509321,0.9985205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4165517,"threshold_uncertainty_score":0.7229446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005985580966774541,"score_gpt":0.1954462151628146,"score_spread":0.1894606341960401,"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."}}