{"id":"W4402128615","doi":"10.1186/s40798-024-00762-0","title":"Effects of In-Season Strength Training on Physical Fitness and Injury Prevention in North African Elite Young Female Soccer Players","year":2024,"lang":"en","type":"article","venue":"Sports Medicine - Open","topic":"Sports Performance and Training","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Albert-Ludwigs-Universität Freiburg; Deutsche Forschungsgemeinschaft","keywords":"Sprint; Bench press; Physical therapy; Multi-stage fitness test; Vertical jump; Leg press; Rating of perceived exertion; Jump; Strength training; Physical fitness; Squat; Medicine; Physical medicine and rehabilitation; Muscle strength; Mathematics; Psychology; Physics; Resistance training","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":[0.0005080301,0.0002104703,0.0006636356,0.0003877056,0.00002897004,0.00001588491,0.000104744,0.00008418493,0.00006038939],"category_scores_gemma":[0.0000476402,0.0001617771,0.00004954222,0.0006299284,0.0001230771,0.0002584551,0.00005545434,0.0004652463,0.000001803069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006551641,"about_ca_system_score_gemma":0.0001677076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002744738,"about_ca_topic_score_gemma":0.0002251052,"domain_scores_codex":[0.9984552,0.00001554628,0.0004107449,0.0004134184,0.0004066008,0.0002984675],"domain_scores_gemma":[0.999481,0.00007657259,0.0001003676,0.000192285,0.00002372485,0.0001260663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006656997,0.000295641,0.7002378,0.001008881,0.00005570819,0.001024243,0.0305117,0.00001977185,0.0003089268,0.0003876655,0.00008493808,0.2653991],"study_design_scores_gemma":[0.002466409,0.0007087683,0.9834183,0.007529666,0.0001198761,0.00002234069,0.003960311,0.0008006167,0.000324528,0.00006745418,0.0004307193,0.0001510261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934013,0.0004869452,0.000001973264,0.0002722172,0.0002551553,0.0009133552,0.000003008609,0.00003041321,0.004635667],"genre_scores_gemma":[0.9987333,0.0002986346,0.00003992118,0.0001225248,0.0002686941,0.00006396062,0.0000660182,0.00003167706,0.0003752182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2831805,"threshold_uncertainty_score":0.659708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151838806924966,"score_gpt":0.3264951557119326,"score_spread":0.3049767676426829,"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."}}