{"id":"W2993906317","doi":"10.1016/j.jshs.2019.11.004","title":"Reflections on obesity, exercise, and musculoskeletal health","year":2019,"lang":"en","type":"editorial","venue":"Journal of sport and health science/Journal of Sport and Health Science","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Obesity; Physical therapy; Medicine; Physical activity; Physical medicine and rehabilitation; Internal 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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.01831316,0.0006397663,0.003447483,0.002669225,0.002121968,0.0003321577,0.000920271,0.0003355803,0.00001843165],"category_scores_gemma":[0.00001975252,0.0004769759,0.0003317027,0.002173483,0.002748658,0.001822463,0.0003449674,0.003762864,0.00000383928],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654865,"about_ca_system_score_gemma":0.03560658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007463138,"about_ca_topic_score_gemma":0.0001402792,"domain_scores_codex":[0.9884154,0.000002531406,0.00310647,0.0009864703,0.005814118,0.001675033],"domain_scores_gemma":[0.9858315,0.00001809623,0.00679856,0.0004875672,0.002425621,0.004438686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000402135,0.002910633,0.8699118,0.003631403,0.00004121762,0.0001527201,0.001082776,0.000005227774,0.00000569641,0.001305412,0.1149324,0.005618645],"study_design_scores_gemma":[0.001815415,0.01222651,0.8997049,0.005040864,0.00009549876,0.00124281,0.0005734711,0.00001728991,0.000009589466,0.0005656538,0.07835919,0.000348821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7621085,0.01011768,0.000002233228,0.01610909,0.2097296,0.001245874,0.000009767277,0.00002389294,0.0006533838],"genre_scores_gemma":[0.8231211,0.05827409,0.001888368,0.001727741,0.1146681,0.000002330968,0.000007674575,0.00004859595,0.0002620219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09506143,"threshold_uncertainty_score":0.9999653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330061178556247,"score_gpt":0.4138510335451199,"score_spread":0.3705504217595574,"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."}}