{"id":"W3184327321","doi":"10.4103/jfmpc.jfmpc_1543_20","title":"Assessment of frailty and outcome of an ethnogeriatric population in periurban slums of Delhi, India – An interventional strategy in a primary health care setting","year":2021,"lang":"en","type":"article","venue":"Journal of Family Medicine and Primary Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Cohort; Psychological intervention; Gerontology; Population; Health care; New delhi; Environmental health; Psychiatry; Nursing","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":[0.0008683408,0.0001668678,0.001048057,0.0005618673,0.0000226856,0.000005191655,0.00008644327,0.0001243126,0.00001579826],"category_scores_gemma":[0.0001259595,0.0001411486,0.0000921304,0.0003674404,0.0000943458,0.0002582649,0.00005140729,0.0004786465,1.224696e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003796506,"about_ca_system_score_gemma":0.0008788472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007169881,"about_ca_topic_score_gemma":0.0004283875,"domain_scores_codex":[0.9970415,0.0002883968,0.001671132,0.0002083987,0.000620764,0.0001697798],"domain_scores_gemma":[0.9980033,0.0001247341,0.0009571347,0.0001921613,0.0005474207,0.0001752446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000209679,0.0002605492,0.9336275,0.005369927,0.00004705771,0.0001298148,0.007764588,0.00005527732,0.006214986,0.00001321784,0.00005155359,0.04625582],"study_design_scores_gemma":[0.005249036,0.00406174,0.9613234,0.002503229,0.00008499327,0.0001621899,0.02634116,0.00004374971,0.00009640113,0.00002813774,0.00001714473,0.00008877366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806634,0.01799201,0.0000284529,0.0004157341,0.000125504,0.0002400698,0.00005418624,0.000003180593,0.0004774639],"genre_scores_gemma":[0.9951073,0.0004362355,0.003417436,0.0004720912,0.0001173182,0.000001885201,0.0004254052,0.00001556846,0.000006748989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04616704,"threshold_uncertainty_score":0.5755875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05632531198058389,"score_gpt":0.3929329078429276,"score_spread":0.3366075958623437,"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."}}