{"id":"W2070177509","doi":"10.1186/1471-2474-13-98","title":"Magnitude of impact and healthcare use for musculoskeletal disorders in the paediaric: a population-based study","year":2012,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; University Health Network; Children's Hospital of Eastern Ontario","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Specialty; Health care; Population; Ambulatory; Emergency department; Family medicine; Ambulatory care; Orthopedic surgery; Sports medicine; Pediatrics; Epidemiology; Emergency medicine; Physical therapy; Internal medicine; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00130532,0.0005488308,0.0007354181,0.0005126523,0.0002240625,0.00004630766,0.0002206358,0.0002296424,0.00005168982],"category_scores_gemma":[0.001158471,0.0003769564,0.001036697,0.0008512749,0.0002105922,0.0005265701,0.00005778601,0.000365357,0.000004039524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119646,"about_ca_system_score_gemma":0.0001664358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004863865,"about_ca_topic_score_gemma":0.01506996,"domain_scores_codex":[0.996271,0.0006261131,0.0008912919,0.0006033705,0.0007259843,0.0008822797],"domain_scores_gemma":[0.9971892,0.001390648,0.0002792607,0.0007049422,0.0001444768,0.0002914798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000373596,0.003317232,0.9735534,0.002353093,0.00009179201,2.531959e-7,0.001702467,0.0001527172,0.00004293009,0.0003986974,0.00006548293,0.01794836],"study_design_scores_gemma":[0.005015609,0.002988774,0.9838945,0.00009334584,0.0002738011,0.000001605479,0.005688963,0.0007713556,5.636554e-7,0.000578185,0.0002763707,0.0004168802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893598,0.001161731,0.0009373818,0.001488253,0.0001982279,0.006623026,0.00005773768,0.00006265051,0.0001112032],"genre_scores_gemma":[0.9968252,0.00009586202,0.001517022,0.0001636611,0.0001116102,0.0008187711,0.0003613805,0.00008525373,0.00002123435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01753148,"threshold_uncertainty_score":0.9998682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191521866987684,"score_gpt":0.3378006852609832,"score_spread":0.3186484985622148,"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."}}