{"id":"W2990711364","doi":"10.3390/ijerph16234667","title":"The Association Between Fitness Test Scores and Musculoskeletal Injury in Police Officers","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Government of Alberta","keywords":"Musculoskeletal injury; Test (biology); Association (psychology); Officer; Injury prevention; Occupational safety and health; Human factors and ergonomics; Multivariate statistics; Physical fitness; Medicine; Poison control; Multivariate analysis; Physical therapy; Psychology; Environmental health; Internal medicine; Statistics; Alternative medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.006565038,0.00008083394,0.0001724129,0.000308303,0.0004870824,0.00004913256,0.0002660605,0.00009564134,0.0001315991],"category_scores_gemma":[0.0006184855,0.0000583747,0.00002665615,0.0001395084,0.0001185634,0.0004072012,0.0001558971,0.001102547,0.00005825236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255185,"about_ca_system_score_gemma":0.001048312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008386516,"about_ca_topic_score_gemma":0.0004112384,"domain_scores_codex":[0.9968325,0.0006117404,0.0006694664,0.0001348884,0.001155589,0.0005957976],"domain_scores_gemma":[0.9954409,0.003490964,0.0004273733,0.0000857242,0.0001606886,0.0003943429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009463412,0.00007695241,0.9596907,0.00004728655,0.00002039865,6.612667e-7,0.0006994634,4.508265e-7,0.0000221325,0.0003010955,0.0007149161,0.03833125],"study_design_scores_gemma":[0.0007808216,0.0005220643,0.9370488,0.0000913651,7.613153e-7,0.00000306062,0.001594614,0.0000303643,0.000001454928,0.0002323109,0.05965006,0.00004433165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780042,0.0004299562,0.000003062359,0.01999603,0.0003671759,0.0003319215,0.0001142908,0.000002780184,0.0007506538],"genre_scores_gemma":[0.9921772,0.006035809,0.00002726727,0.0005621358,0.0005332866,0.00001004101,0.00002105256,0.000008798851,0.0006244184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05893514,"threshold_uncertainty_score":0.4790079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06560347501088806,"score_gpt":0.4782083845695501,"score_spread":0.412604909558662,"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."}}