{"id":"W3203846722","doi":"10.1111/jgs.17478","title":"Thank you Joy","year":2021,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Aging, Health, and Disability","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Library science; Citation; Medicine; Geriatrics; Health care; Gerontology; Family medicine; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007581503,0.0001160983,0.0004708372,0.0000191825,0.0001473897,0.00002158867,0.0001920196,0.00003835394,0.0000746795],"category_scores_gemma":[0.000504999,0.00007331892,0.0009081512,0.000766973,0.0002485189,0.00006287676,0.00009086862,0.0005438837,0.000006410491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755517,"about_ca_system_score_gemma":0.001137515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006789809,"about_ca_topic_score_gemma":0.000002825005,"domain_scores_codex":[0.9984665,0.0001310672,0.0004759668,0.0001433392,0.000530335,0.0002527924],"domain_scores_gemma":[0.9979143,0.000145168,0.0008431937,0.0004202123,0.0004562922,0.0002208086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003553137,0.0008778277,0.8156977,0.0002853401,0.0004646775,0.00008703674,0.00594102,0.00004621223,0.004533058,0.000167438,0.1558763,0.01566814],"study_design_scores_gemma":[0.002318251,0.0005463107,0.89608,0.00007946639,0.0007669748,0.001816229,0.01545209,0.0001556863,0.002056074,0.001653399,0.07878706,0.0002884294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805659,0.00118411,0.0006300349,0.01540681,0.0007262965,0.00008548146,0.000005079689,0.00001312032,0.001383152],"genre_scores_gemma":[0.9801965,0.001782045,0.007625151,0.00822113,0.001271191,8.26505e-7,0.00000102194,0.00001928127,0.000882882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08038238,"threshold_uncertainty_score":0.2989859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536056661745344,"score_gpt":0.3013480658086487,"score_spread":0.2859874991911953,"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."}}