{"id":"W4245098746","doi":"10.1111/jgs.13768","title":"Issue Information‐Officers of the AGS","year":2016,"lang":"en","type":"paratext","venue":"Journal of the American Geriatrics Society","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Citation; Information retrieval; Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002772093,0.0002344188,0.0008246356,0.0001030196,0.0009279202,0.00001650274,0.001283537,0.0003632641,0.001028216],"category_scores_gemma":[0.001142273,0.0001050459,0.0009280529,0.0008781353,0.0004043881,0.000293638,0.0003450944,0.002520196,0.001198509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007395331,"about_ca_system_score_gemma":0.004720951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001666238,"about_ca_topic_score_gemma":0.000002391039,"domain_scores_codex":[0.9951349,0.0007048899,0.002382566,0.00008357186,0.001212916,0.000481122],"domain_scores_gemma":[0.9833131,0.0009640116,0.01381754,0.0005763033,0.001129998,0.0001990552],"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":[0.000046383,0.00001161306,0.0003816168,0.0008239137,0.00008445739,3.541449e-8,0.00568375,0.00005289341,0.000008719133,0.00003380048,0.9894975,0.003375268],"study_design_scores_gemma":[0.0005772942,0.00009465572,0.002080364,0.0007435387,0.0001068211,0.000004178401,0.004069184,0.00003816385,0.00001015189,0.00004354191,0.992108,0.0001241455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0748177,0.004667778,0.01711069,0.246461,0.2175788,0.006408428,0.002293227,0.0001025658,0.4305598],"genre_scores_gemma":[0.1062286,0.09809012,0.01013997,0.2137552,0.0482236,0.0001566265,0.0001076309,0.0003384956,0.5229598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1693552,"threshold_uncertainty_score":0.999885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06267564430182698,"score_gpt":0.4078180235357635,"score_spread":0.3451423792339365,"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."}}