{"id":"W4406429376","doi":"10.1016/j.abdp.2024.07.019","title":"10.1016/j.abdp.2024.07.019","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005115679,0.001383783,0.0006908453,0.001643978,0.001207367,0.002126909,0.00113116,0.003590727,0.9571215],"category_scores_gemma":[0.0009974878,0.0005772595,0.00074529,0.0008261518,0.0008268,0.002030325,0.001317483,0.001488127,0.9574186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007311936,"about_ca_system_score_gemma":0.0007911782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002418428,"about_ca_topic_score_gemma":0.002235711,"domain_scores_codex":[0.9997665,0.00001723608,0.00001965387,0.00005842451,0.00006549809,0.00007260211],"domain_scores_gemma":[0.998915,0.0001848044,0.00008473105,0.00007285517,0.000210149,0.0005324886],"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":[0.0003155256,0.0002277525,0.001899852,0.0004129314,0.00003153881,0.0004085125,0.00005461812,0.0002911015,0.001289217,0.003646048,0.3530208,0.638402],"study_design_scores_gemma":[0.0000707739,0.000114027,0.002752566,0.0004454252,0.00002335514,0.002162833,0.00009114038,0.0001754679,0.0005382826,0.002000579,0.9916055,0.00001994021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001445862,0.002804462,0.001013521,0.002322631,0.001226511,0.00006952872,0.001547061,0.0008172466,0.9887531],"genre_scores_gemma":[0.003437146,0.0009507781,0.0008535205,0.0008757534,0.0003689822,0.00003792894,0.001065008,0.0001453546,0.9922655],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04287851,"threshold_uncertainty_score":0.06116092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003825210557862132,"score_gpt":0.1666941222068989,"score_spread":0.1628689116490367,"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."}}