{"id":"W4406563550","doi":"10.1016/j.abdp.2022.05.011","title":"10.1016/j.abdp.2022.05.011","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","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":[0.00009494479,0.0001878165,0.0002985084,0.00009688332,0.00007431618,0.00001902213,0.0001736401,0.00007551659,0.9991672],"category_scores_gemma":[0.0001052582,0.0001762168,0.0001274192,0.000237378,0.00005438266,0.00005286946,0.00005369024,0.0001393899,0.9969456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006919732,"about_ca_system_score_gemma":0.0001016941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004151971,"about_ca_topic_score_gemma":8.604778e-8,"domain_scores_codex":[0.9987815,0.00003177332,0.0002355042,0.0002926484,0.0003001061,0.0003584619],"domain_scores_gemma":[0.9990125,0.00004507628,0.0000328317,0.0005794526,0.00005745012,0.0002726888],"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":[0.0003100814,0.0001716708,0.000001968434,0.00001903106,0.00003969732,0.0000857351,0.00001643202,0.000008925344,0.0001284878,5.803223e-7,0.5994216,0.3997959],"study_design_scores_gemma":[0.0007249357,0.0003554326,0.001430289,0.00006740614,0.0001182696,0.00008775847,0.00000162757,0.00006920122,0.0001734285,0.000006689673,0.9967713,0.0001937145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003788041,0.0005797175,5.01757e-7,0.0008599568,0.000002368708,0.0003868236,0.00001938117,0.0003315731,0.9940316],"genre_scores_gemma":[0.001074582,9.741225e-7,0.0001189761,0.0002629409,0.0001745002,0.00003651154,0.00005316273,0.00005711846,0.9982212],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3996021,"threshold_uncertainty_score":0.718591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005321902162414965,"score_gpt":0.1900128892985785,"score_spread":0.1846909871361636,"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."}}