{"id":"W4381167355","doi":"10.1186/s12891-023-06630-4","title":"Prevalence of musculoskeletal disorders and associated risk factors in canadian university students","year":2023,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Cross-sectional study; Sports medicine; Epidemiology; Neck pain; Physical therapy; Demography; Risk factor; Back pain; Family medicine; Internal medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007699321,0.0003624282,0.0004468181,0.00256561,0.002969042,0.001066233,0.0009139507,0.0005627772,0.003220919],"category_scores_gemma":[0.002099103,0.0002858249,0.0006327372,0.003607526,0.0006250332,0.0003031103,0.0008814533,0.0005661951,0.0002678758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0126239,"about_ca_system_score_gemma":0.01865968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9757574,"about_ca_topic_score_gemma":0.9794388,"domain_scores_codex":[0.9987902,0.00005273121,0.00006338103,0.0001256019,0.0006022843,0.0003659469],"domain_scores_gemma":[0.9984181,0.00007446094,0.000338333,0.0000268321,0.0006140111,0.0005282124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002624726,0.00002879406,0.9959532,0.00004814043,0.00001923137,0.00004761712,0.0004588699,0.00001880767,0.0001055711,0.00003110472,0.0004900498,0.002772289],"study_design_scores_gemma":[0.000002637364,0.00002345659,0.9984365,0.00003988365,0.00001156442,0.0000744249,0.000921571,0.0000657421,0.00002538733,0.000008728283,0.0003817881,0.000008139396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943383,0.0008663211,0.00005607065,0.0003619441,0.00001468911,0.00004335755,0.002329228,0.0000079346,0.001982154],"genre_scores_gemma":[0.9979249,0.0007136674,0.0001460259,0.00008407746,0.000007872698,0.00001469269,0.0006932429,0.00000188612,0.0004136299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02424258,"threshold_uncertainty_score":0.09159327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008466016194230354,"score_gpt":0.2700945666452492,"score_spread":0.2616285504510188,"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."}}