{"id":"W2950800543","doi":"10.1016/j.pnpbp.2019.109663","title":"Relevance to assess and preserve muscle strength in aging field","year":2019,"lang":"en","type":"review","venue":"Progress in Neuro-Psychopharmacology and Biological Psychiatry","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Université du Québec à Montréal","keywords":"Sarcopenia; Muscle strength; Physical medicine and rehabilitation; Medicine; Physical therapy; Population; Isometric exercise; Muscle weakness; Weakness; Environmental health; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004846363,0.0004310246,0.001553558,0.0004357344,0.0000690099,0.00002520569,0.0002223862,0.0006673905,0.00008947708],"category_scores_gemma":[0.0001351417,0.0003210267,0.0001263985,0.0005057176,0.000149287,0.00005305569,0.0001918015,0.001799246,0.00001492643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003540152,"about_ca_system_score_gemma":0.0001153822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002931899,"about_ca_topic_score_gemma":0.00001059619,"domain_scores_codex":[0.9969654,0.0004488741,0.0008357227,0.001038908,0.000120131,0.0005909843],"domain_scores_gemma":[0.9983013,0.0009118825,0.0002144421,0.0002565037,0.00002874167,0.0002870826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003802881,0.0004849993,0.3410686,0.01455483,0.00002697938,0.0001058718,0.00002137689,7.187752e-8,8.600399e-7,0.0001674059,0.001569207,0.6416195],"study_design_scores_gemma":[0.00358457,0.00106968,0.1350649,0.009817529,0.0001395807,0.0001442628,0.00002172202,0.00001680028,2.713832e-7,0.0003290021,0.8493825,0.0004291846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03810752,0.9512899,0.000001891592,0.005940424,0.002067058,0.002217463,0.00001801489,0.00006228827,0.0002954509],"genre_scores_gemma":[0.004686688,0.9848555,0.00128926,0.008258296,0.0004070295,0.0004112436,0.00002213447,0.00003018262,0.00003970172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8478133,"threshold_uncertainty_score":0.9999242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1490827850945962,"score_gpt":0.4744906786668986,"score_spread":0.3254078935723024,"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."}}