{"id":"W4406563387","doi":"10.1016/j.abdp.2023.02.010","title":"10.1016/j.abdp.2023.02.010","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":"Computer science; Physics; Humanities; Philosophy","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":[0.0004900939,0.001288216,0.0006265142,0.001564617,0.001136423,0.001797249,0.001072929,0.003848613,0.9467098],"category_scores_gemma":[0.00112382,0.0004963351,0.0007508136,0.0007012121,0.0007519076,0.002034758,0.001148749,0.00154326,0.9441112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007665477,"about_ca_system_score_gemma":0.0007754512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002779989,"about_ca_topic_score_gemma":0.002580223,"domain_scores_codex":[0.9997682,0.00001934145,0.00002117982,0.00005098777,0.00006633572,0.00007390854],"domain_scores_gemma":[0.9989218,0.0001988746,0.0000907958,0.00006217606,0.0002106617,0.000515882],"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":[0.0004074496,0.0002571798,0.003203372,0.0004033876,0.00003292688,0.0006068298,0.00005282133,0.000292386,0.00102498,0.003346022,0.3776379,0.6127347],"study_design_scores_gemma":[0.00009697262,0.0001483482,0.004084111,0.0005420684,0.00003005659,0.003563663,0.0001198129,0.0002577145,0.0005916756,0.002621931,0.9879184,0.0000252655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001932762,0.003224488,0.0009545255,0.003248807,0.001350262,0.00007218248,0.001782666,0.0007863271,0.9866479],"genre_scores_gemma":[0.004754416,0.001143059,0.001030171,0.001303076,0.0004661441,0.00004670726,0.001286831,0.0001614769,0.989808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05329019,"threshold_uncertainty_score":0.07601202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005014347669147002,"score_gpt":0.1898895735372931,"score_spread":0.1848752258681461,"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."}}