{"id":"W4235223286","doi":"10.5770/cgj.19.245","title":"Canadian Geriatrics Society 36th Annual Scientific Meeting Abstracts","year":2016,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatrics; Family medicine; Gerontology; Medical education; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001853383,0.0003701695,0.0004290077,0.001304096,0.001320245,0.0005177745,0.000509049,0.0004090863,0.0007296717],"category_scores_gemma":[0.001341062,0.0003011541,0.000377562,0.001268673,0.0002057367,0.0004947198,0.00004029625,0.0008024136,0.0004096374],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005428024,"about_ca_system_score_gemma":0.01866018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3740902,"about_ca_topic_score_gemma":0.869935,"domain_scores_codex":[0.9957875,0.00007149942,0.0008243196,0.0005668616,0.0008110715,0.001938754],"domain_scores_gemma":[0.9913688,0.0001521025,0.0003428901,0.0005783581,0.001146619,0.006411284],"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":[0.00002901154,0.00004493668,0.03104928,0.0000754525,0.0001918625,0.002233108,0.00210227,0.00005659982,0.001611259,0.0001060557,0.9263985,0.03610166],"study_design_scores_gemma":[0.00268756,0.0001412823,0.04522577,0.0002550963,0.0002101458,0.003794138,0.0007913734,0.00005795155,0.0004005466,0.00038105,0.9453291,0.0007260381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8788335,0.002996156,0.0002490368,0.07177589,0.01319565,0.0009939314,0.001753202,0.0001599522,0.0300427],"genre_scores_gemma":[0.9757617,0.0003468907,0.003629637,0.002086028,0.003382795,0.000006872129,0.00004095724,0.0001123303,0.01463283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4958448,"threshold_uncertainty_score":0.9999799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454322560190411,"score_gpt":0.2398342860910589,"score_spread":0.2252910604891548,"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."}}