{"id":"W2012269220","doi":"10.1177/1941738113477815","title":"Instability Resistance Training Across the Exercise Continuum","year":2013,"lang":"en","type":"article","venue":"Sports Health A Multidisciplinary Approach","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Resistance training; Balance (ability); Resistance (ecology); Core stability; Physical medicine and rehabilitation; Rehabilitation; Trunk; MEDLINE; Core (optical fiber); Psychology; Physical therapy; Applied psychology; Medicine; Computer science","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004862098,0.0003981499,0.0007764214,0.00005907339,0.00417627,0.00003599185,0.0005157281,0.0003333272,0.00008610926],"category_scores_gemma":[0.00008817546,0.0002802189,0.0001952276,0.0004965402,0.0003542621,0.000497727,0.0003613701,0.001474857,0.000164873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871101,"about_ca_system_score_gemma":0.0007499704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006277979,"about_ca_topic_score_gemma":0.0009952418,"domain_scores_codex":[0.9943919,0.0007760338,0.0015369,0.0009081999,0.0005702979,0.001816629],"domain_scores_gemma":[0.9968733,0.0002625503,0.0009066296,0.001223041,0.0002386364,0.0004959105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00102484,0.004285068,0.4131498,0.007966832,0.00007868493,0.0000222372,0.4175402,0.00001023062,0.0004062131,0.003009653,0.05934248,0.09316374],"study_design_scores_gemma":[0.0013019,0.00004230563,0.9285359,0.0005044152,0.00001112681,0.000003257797,0.0590104,0.0006330797,4.292475e-7,0.002506454,0.007158345,0.0002923628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661053,0.001646882,0.0007210477,0.005371032,0.001149355,0.007159095,0.00008176007,0.0003785309,0.01738702],"genre_scores_gemma":[0.9802352,0.0003172676,0.005006138,0.000671201,0.0004484832,0.002579929,0.0002086316,0.00006619175,0.010467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5153861,"threshold_uncertainty_score":0.999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0491801163800042,"score_gpt":0.3774442311729539,"score_spread":0.3282641147929497,"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."}}