{"id":"W4406564260","doi":"10.1016/j.abdp.2024.07.015","title":"10.1016/j.abdp.2024.07.015","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","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":[0.0005211838,0.001368197,0.000677518,0.001668237,0.001190945,0.001910042,0.001123393,0.003878527,0.9490423],"category_scores_gemma":[0.001268595,0.000525988,0.0007622321,0.0008057937,0.0008296552,0.00220957,0.001250593,0.001624989,0.9468504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008356801,"about_ca_system_score_gemma":0.0009092193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003015547,"about_ca_topic_score_gemma":0.002757776,"domain_scores_codex":[0.9997386,0.00002230395,0.00002550156,0.00005771416,0.00007105987,0.00008478572],"domain_scores_gemma":[0.9987935,0.0002214369,0.000106191,0.00007174306,0.0002436006,0.0005634924],"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":[0.0004130727,0.0002471727,0.003008056,0.0004097507,0.00003562556,0.0005382049,0.00005181258,0.0003176752,0.0009248862,0.003497738,0.3879209,0.6026351],"study_design_scores_gemma":[0.0001006021,0.0001501951,0.004157848,0.0005796232,0.00003323521,0.003210107,0.0001225016,0.0002465107,0.0005725659,0.002770294,0.9880297,0.00002684476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001778623,0.003371574,0.0009233186,0.003506846,0.001326507,0.00007393036,0.001922013,0.0007370455,0.9863603],"genre_scores_gemma":[0.004553056,0.001222875,0.001010281,0.001295623,0.0004868332,0.00004796982,0.001354637,0.0001488066,0.98988],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05095768,"threshold_uncertainty_score":0.07268488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00520294832988608,"score_gpt":0.1865077809195182,"score_spread":0.1813048325896321,"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."}}