{"id":"W4385843456","doi":"10.15273/hpj.v3i2.11520","title":"Frailty in Older Populations of Arabic-Speaking Countries: Protocol for a Scoping Review","year":2023,"lang":"en","type":"review","venue":"Healthy Populations Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Beatrice Hunter Cancer Research Institute; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Gerontology; Psychological intervention; Protocol (science); Population ageing; Medicine; Population; MEDLINE; Alternative medicine; Environmental health; Political science; Nursing; Pathology","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":[0.0786697,0.00456559,0.01029327,0.01398064,0.004889984,0.007934942,0.005061396,0.009259935,0.06537272],"category_scores_gemma":[0.09709303,0.004697779,0.01596326,0.01164425,0.00479841,0.008244936,0.006717047,0.007332271,0.01285787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01382651,"about_ca_system_score_gemma":0.07786542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005251358,"about_ca_topic_score_gemma":0.01145222,"domain_scores_codex":[0.9634674,0.01356783,0.01381494,0.002463697,0.004928235,0.001757912],"domain_scores_gemma":[0.9387269,0.02092951,0.01185959,0.004964635,0.02114458,0.002374782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003390129,0.0004776267,0.0006981944,0.8517432,0.001346651,0.001043622,0.003774783,0.001130813,0.00257029,0.007771004,0.05937028,0.06668346],"study_design_scores_gemma":[0.008701136,0.001367118,0.004311916,0.6158,0.00366244,0.0007994326,0.00261123,0.0006281554,0.001792465,0.008342148,0.3515861,0.0003977278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002395706,0.002014834,0.001067619,0.0005798372,0.0004270464,0.9920259,0.002807521,0.00007816095,0.0007594518],"genre_scores_gemma":[0.0002539736,0.002044478,0.003079275,0.0002618525,0.00004703069,0.9932832,0.0005922227,0.000007300811,0.0004307629],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0786697,"threshold_uncertainty_score":0.4160501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4527236122695918,"score_gpt":0.5677580643904736,"score_spread":0.1150344521208818,"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."}}