{"id":"W4406564252","doi":"10.1016/j.abdp.2024.10.002","title":"10.1016/j.abdp.2024.10.002","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Chemistry","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":[0.00004387581,0.0001135475,0.0001704988,0.00008673806,0.00007585085,0.00001609014,0.00007556778,0.000108275,0.9997053],"category_scores_gemma":[0.00003176719,0.00009536303,0.00008490631,0.0002446969,0.00004018301,0.00004151116,0.0000166493,0.0001846451,0.9982979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003406811,"about_ca_system_score_gemma":0.00005064121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000106133,"about_ca_topic_score_gemma":6.02999e-8,"domain_scores_codex":[0.99923,0.00001850121,0.0001604021,0.0001882749,0.0001608577,0.0002420197],"domain_scores_gemma":[0.9993662,0.00003296487,0.00001426051,0.0002894855,0.00004992644,0.0002471557],"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":[0.0001060171,0.0001121292,2.050106e-7,0.000004067908,0.0001855908,0.00005104943,0.00002701291,0.00001434046,0.0002641424,0.000004169117,0.8438159,0.1554154],"study_design_scores_gemma":[0.0005872252,0.0002974549,0.00008101083,0.00004127374,0.0004160188,0.0000661919,0.000001905062,0.0001758182,0.0001219966,0.0000152143,0.9980772,0.0001187489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007084688,0.0001051947,7.081998e-7,0.00198597,0.000003233141,0.0002133881,0.00001545053,0.0001570361,0.9968106],"genre_scores_gemma":[0.0002710174,7.956709e-7,0.00008078133,0.0001230239,0.0001951733,0.0000212598,0.00005089406,0.00002447018,0.9992326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1552967,"threshold_uncertainty_score":0.3888792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005842805391445377,"score_gpt":0.1908695274668994,"score_spread":0.1850267220754541,"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."}}