{"id":"W4406564262","doi":"10.1016/j.abdp.2024.07.013","title":"10.1016/j.abdp.2024.07.013","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Liver Diseases and Immunity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005875183,0.001425568,0.0007145079,0.001732505,0.001166156,0.001912245,0.001111919,0.003817886,0.9475741],"category_scores_gemma":[0.001240882,0.000562752,0.0007681224,0.0008339965,0.0008899485,0.00209261,0.001273043,0.001645927,0.9470981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008698368,"about_ca_system_score_gemma":0.0009843586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003082096,"about_ca_topic_score_gemma":0.002745834,"domain_scores_codex":[0.9997374,0.00002295809,0.00002556794,0.00005993617,0.00007165107,0.00008236643],"domain_scores_gemma":[0.9988666,0.0001925584,0.00009674385,0.00006779435,0.0002503407,0.0005261269],"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":[0.0003997941,0.0002438809,0.00305004,0.000407954,0.00003523862,0.0004974868,0.00005418815,0.0003587914,0.0009745738,0.003384771,0.3778227,0.6127706],"study_design_scores_gemma":[0.00009715123,0.0001609202,0.004086077,0.0005935577,0.00003149476,0.003121586,0.0001198737,0.0002889487,0.000582769,0.002601074,0.9882875,0.00002897396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001902459,0.003378056,0.00114712,0.004107566,0.001505993,0.00008393433,0.002035842,0.000843652,0.9849954],"genre_scores_gemma":[0.004722136,0.001262142,0.001155099,0.001358777,0.0005057261,0.0000509248,0.001437693,0.0001619804,0.9893455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05242592,"threshold_uncertainty_score":0.07477921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007005722154179811,"score_gpt":0.1925014491134181,"score_spread":0.1854957269592383,"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."}}