{"id":"W2577011823","doi":"10.1186/s13047-016-0185-y","title":"Exploring musculoskeletal injuries in the podiatry profession: an international cross sectional study","year":2017,"lang":"en","type":"article","venue":"Journal of Foot and Ankle Research","topic":"Occupational health in dentistry","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research","keywords":"Podiatrist; Podiatry; Medicine; Cross-sectional study; Physical therapy; Workforce; Orthopedic surgery; Family medicine; Alternative medicine; Surgery","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01170145,0.0000902203,0.0001735906,0.0003123444,0.003084323,0.000209686,0.0009082028,0.0001001388,0.0001231339],"category_scores_gemma":[0.001344418,0.00005926102,0.00005052162,0.0001198735,0.0002169767,0.001604252,0.0003644052,0.002230664,0.00001852676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607985,"about_ca_system_score_gemma":0.0005921678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001902667,"about_ca_topic_score_gemma":0.0002884911,"domain_scores_codex":[0.9957469,0.001441138,0.0007517927,0.0001789788,0.001486396,0.0003948119],"domain_scores_gemma":[0.997357,0.0008125479,0.0004320229,0.0003453835,0.0009081169,0.0001449911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003405839,0.0003357377,0.9924193,0.00009829003,0.00001654252,0.00005586562,0.00315894,0.000001418501,0.00002001439,0.0006894177,0.0002342092,0.002629702],"study_design_scores_gemma":[0.001124308,0.0005039878,0.9823697,0.0001429775,0.000002842646,0.0000207272,0.0134186,0.00001822025,0.000003547513,0.001032948,0.001306634,0.00005549727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932837,0.00007444323,0.000002264609,0.002322696,0.002378437,0.0004671031,0.000009898107,0.00000471062,0.001456725],"genre_scores_gemma":[0.9962032,0.0001374356,0.00007617185,0.00004344218,0.003092722,0.00007968569,0.000002744921,0.00001064668,0.0003539447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01035703,"threshold_uncertainty_score":0.9982135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5458631047582512,"score_gpt":0.6454752330503937,"score_spread":0.0996121282921425,"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."}}