{"id":"W6939804279","doi":"10.6084/m9.figshare.26641732.v1","title":"Additional file 3 of Reversing frailty in older adults: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; Montfort Hospital; University of Ottawa","funders":"","keywords":"Reversing; MEDLINE; Older people; Work (physics); Context (archaeology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004893171,0.002142867,0.003849846,0.01333595,0.0008264517,0.003767291,0.002076222,0.003047066,0.8584527],"category_scores_gemma":[0.07650026,0.001316865,0.005321236,0.01283759,0.0005284587,0.003126869,0.002546479,0.00130628,0.07441525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002870086,"about_ca_system_score_gemma":0.006514529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01255268,"about_ca_topic_score_gemma":0.02897278,"domain_scores_codex":[0.9976404,0.0005079652,0.0009025796,0.0003443694,0.0003942667,0.0002105436],"domain_scores_gemma":[0.9369543,0.0511258,0.005194642,0.0009963848,0.004964184,0.0007646055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007237738,0.00008911744,0.001726707,0.2759609,0.0008041107,0.0001440856,0.0001960026,0.0004198532,0.0001109792,0.00126999,0.6964776,0.0220769],"study_design_scores_gemma":[0.01519751,0.0003991897,0.02058904,0.2559031,0.005104869,0.0006328406,0.0007744613,0.0007992588,0.0003923417,0.009912916,0.6900225,0.000271923],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0002154512,0.001431655,0.0002209265,0.0003704593,0.0001925398,0.0009430069,0.9942872,0.0002296131,0.002109215],"genre_scores_gemma":[0.0139873,0.01171967,0.01615123,0.0063942,0.000874915,0.03524432,0.8787445,0.001190622,0.03569319],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8584527,"threshold_uncertainty_score":0.2019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04604408037241481,"score_gpt":0.3243976462105407,"score_spread":0.2783535658381259,"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."}}