{"id":"W4402855057","doi":"10.1093/eurpub/ckae114.153","title":"118 Can we reasonably recommend strength training twice weekly for the general adult population aged 18-64 years to secure optimal body functionality?","year":2024,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Medicine; Strength training; Population; Physical therapy; Environmental health; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0332186,0.0008766096,0.004676579,0.004178294,0.0008383385,0.005872911,0.002623586,0.005204344,0.01153237],"category_scores_gemma":[0.1711116,0.00103933,0.00563113,0.003966682,0.001576271,0.00537644,0.001726924,0.003184988,0.003051206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004473168,"about_ca_system_score_gemma":0.01102367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008625772,"about_ca_topic_score_gemma":0.01338336,"domain_scores_codex":[0.9635761,0.01361757,0.0131349,0.002170295,0.006959701,0.0005413985],"domain_scores_gemma":[0.9088014,0.04924884,0.02162269,0.001482553,0.01775758,0.001086848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001268162,0.00008953536,0.007294034,0.6523075,0.007361856,0.0003129869,0.001339024,0.0002336684,0.0006319676,0.004041938,0.05429425,0.2708252],"study_design_scores_gemma":[0.001615442,0.0004451898,0.01607352,0.7899469,0.01548679,0.000587348,0.00236607,0.0002495582,0.0004400749,0.005991075,0.1666792,0.0001188536],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.003983779,0.9430644,0.001516852,0.03750676,0.004640048,0.001171261,0.002153852,0.00004461633,0.005918423],"genre_scores_gemma":[0.08681586,0.8467224,0.01286959,0.0402261,0.004217885,0.003560008,0.003237362,0.00009542424,0.002255369],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0332186,"threshold_uncertainty_score":0.1756788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13174639266477,"score_gpt":0.3594960207092076,"score_spread":0.2277496280444376,"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."}}