{"id":"W4417043242","doi":"10.1093/ageing/afaf318.173","title":"Home &amp; Away: Demographics And “Time Spent At Home” Of Those Attending Community Specialist Teams For Older Adults, A Pilot Study","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polypharmacy; Demographics; Cohort; Population; Psychological intervention; Emergency department; Multidisciplinary approach; Cognitive impairment; Geriatrics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004970908,0.0002105663,0.0005095061,0.0002142471,0.0003942573,0.00004234371,0.0001194031,0.00005706717,0.00002866982],"category_scores_gemma":[0.0001765743,0.0001876625,0.00006800054,0.0002776585,0.0001696332,0.00008636888,0.00030049,0.0003123082,0.000002540798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005173931,"about_ca_system_score_gemma":0.00002317237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007803516,"about_ca_topic_score_gemma":0.002027613,"domain_scores_codex":[0.9987793,0.0001219252,0.0003610942,0.0002775333,0.0001854176,0.0002747047],"domain_scores_gemma":[0.9987865,0.000485016,0.0001077622,0.0004327209,0.0000783032,0.0001097093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00334926,0.006697808,0.7953146,0.006389386,0.00146446,0.002609791,0.03701221,0.000002998532,0.0204108,0.0005927814,0.01078116,0.1153748],"study_design_scores_gemma":[0.007288368,0.001422354,0.9817399,0.002319077,0.0003722553,0.00003166118,0.004114513,0.00006414521,0.000167597,0.0003150997,0.001908492,0.0002564981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962004,0.0008723261,0.0001681209,0.0003798024,0.000132414,0.001310054,0.0000310729,0.00005259636,0.0008531759],"genre_scores_gemma":[0.9965598,0.0002133576,0.0006200384,0.000265216,0.0001025637,0.00003435073,0.00006208169,0.00002465003,0.002117937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1864254,"threshold_uncertainty_score":0.7652656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03303359290833423,"score_gpt":0.3061915628705996,"score_spread":0.2731579699622654,"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."}}