{"id":"W2910448916","doi":"10.14283/jfa.2018.39","title":"Can a Prebiotic Formulation Reduce Frailty Levels in Older People?","year":2019,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Placebo; Randomized controlled trial; Prebiotic; Physical therapy; Internal medicine; Older people; Weight loss; Gerontology; Nursing homes; Obesity; Nursing; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001150679,0.0002184831,0.0005130217,0.0002908941,0.0000701383,0.00003424285,0.0003254061,0.0001114978,0.000353313],"category_scores_gemma":[0.0003046939,0.0001510264,0.000155678,0.0004534129,0.0000398921,0.0003391401,0.00007340536,0.0008614758,0.0000515527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003120757,"about_ca_system_score_gemma":0.0002776601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003432968,"about_ca_topic_score_gemma":0.0003816482,"domain_scores_codex":[0.9978356,0.0001486603,0.000767911,0.0001711651,0.0006603691,0.0004162482],"domain_scores_gemma":[0.9983039,0.0003384057,0.0004889661,0.0004782403,0.0002358764,0.0001546004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001038725,0.0007211224,0.6424969,0.0008318505,0.0005390033,0.0001915766,0.08665183,0.005199171,0.1961082,0.0003686995,0.005425655,0.06042725],"study_design_scores_gemma":[0.004282557,0.0002861211,0.9822212,0.001473613,0.0001494053,0.001057954,0.001045736,0.001696009,0.006578123,0.0005821264,0.0004386683,0.0001884624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827304,0.0003870589,0.00047833,0.01415675,0.0004855512,0.0005425774,0.000004827813,0.00002345201,0.001191094],"genre_scores_gemma":[0.9962813,0.00004036908,0.000711555,0.0006550174,0.0003221193,0.000001640251,0.000003718143,0.00003902056,0.001945256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3397243,"threshold_uncertainty_score":0.6158677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360420234231306,"score_gpt":0.3103140730748742,"score_spread":0.2742720496517436,"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."}}