{"id":"W3046217474","doi":"10.2460/javma.257.4.410","title":"Risk factors associated with work-preventing musculoskeletal discomfort in the upper extremities of bovine practitioners","year":2020,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Shoulders; Medicine; Psychosocial; Logistic regression; Odds ratio; Odds; Physical therapy; Risk factor; Cross-sectional study; Family medicine; Surgery; Internal medicine; Pathology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003165082,0.0001367798,0.0004498751,0.00006538087,0.000382496,0.00001135232,0.0003688003,0.00008164155,0.0001225131],"category_scores_gemma":[0.008918472,0.00006952748,0.0001898864,0.0007281371,0.000149754,0.0003549084,0.0001199409,0.001426223,0.000003040994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003137101,"about_ca_system_score_gemma":0.0003293756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001362804,"about_ca_topic_score_gemma":0.00002088879,"domain_scores_codex":[0.9946511,0.002851146,0.0008653207,0.0001138135,0.001235814,0.0002827884],"domain_scores_gemma":[0.9911302,0.003760077,0.004700372,0.0001346319,0.0001815802,0.00009315603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003641989,0.0002025843,0.9784781,0.00003277441,0.0002903685,0.00001370993,0.01505444,0.00001655439,0.00006634517,0.000007011553,0.004485214,0.0009886618],"study_design_scores_gemma":[0.000632593,0.001348657,0.9307551,0.0003570008,0.0001712109,0.00001089612,0.06155382,0.00002820878,0.000001845189,0.00001722115,0.005031109,0.00009230794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728274,0.00005252616,0.00005571146,0.0261275,0.0003639175,0.0001948665,0.0000110588,0.000009263238,0.0003577659],"genre_scores_gemma":[0.9977626,0.0001942297,0.00008027943,0.001473586,0.0003474963,0.0000136904,0.000004524939,0.00001370949,0.0001098819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04772301,"threshold_uncertainty_score":0.9994298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303013170949349,"score_gpt":0.4285775488025149,"score_spread":0.2982762317075801,"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."}}