{"id":"W2043630188","doi":"10.1111/j.1532-5415.2007.01442.x","title":"GERIATRIC SYNDROMES","year":2007,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Vulnerability (computing); Set (abstract data type); Gerontology; Conceptual model; Cognitive psychology; Epistemology; Psychology; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001465959,0.001688447,0.001175436,0.0009759984,0.001234655,0.002315187,0.002339975,0.01029312,0.02103743],"category_scores_gemma":[0.01315138,0.0003741969,0.001054478,0.0007584445,0.001280211,0.003757448,0.001619582,0.01354394,0.01118195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001398486,"about_ca_system_score_gemma":0.002158805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002184215,"about_ca_topic_score_gemma":0.00380227,"domain_scores_codex":[0.9990584,0.0002028904,0.0001694345,0.000168145,0.0002706055,0.0001304996],"domain_scores_gemma":[0.9967398,0.001168038,0.000341374,0.0001331408,0.001156955,0.0004607519],"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":[0.00001621004,0.000004653959,0.0001471299,0.0001273634,0.00000862233,0.0005463544,0.00002710699,0.00002570573,0.00001900283,0.001203198,0.9830288,0.01484587],"study_design_scores_gemma":[0.00003752206,0.00002296711,0.0006262985,0.0009732974,0.00002388473,0.004480224,0.000108002,0.00011571,0.00007993027,0.003009935,0.9905,0.00002220596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.000395168,0.03276986,0.0004385238,0.5090147,0.4501535,0.00002185185,0.0003317503,0.0001252012,0.006749527],"genre_scores_gemma":[0.00639029,0.04272376,0.000567299,0.450641,0.4798225,0.00005397006,0.0003806995,0.00007535654,0.01934513],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02103743,"threshold_uncertainty_score":0.07037723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945993339981202,"score_gpt":0.285149703486974,"score_spread":0.265689770087162,"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."}}