{"id":"W4312211100","doi":"10.5312/wjo.v13.i12.1056","title":"Occupational injuries and burn out among orthopedic oncology surgeons","year":2022,"lang":"en","type":"article","venue":"World Journal of Orthopedics","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Orthopedic surgery; Physical therapy; Burnout; Musculoskeletal injury; Surgery; Alternative medicine; Pathology","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":[0.0005550354,0.0001370194,0.0001677082,0.000958306,0.0005601512,0.0004067917,0.0001777529,0.0002826505,0.003147278],"category_scores_gemma":[0.002938551,0.0001517626,0.0002548042,0.001022,0.0002906019,0.0002332886,0.0007442006,0.0003356982,0.0002454383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000367507,"about_ca_system_score_gemma":0.0006853467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004414313,"about_ca_topic_score_gemma":0.007178448,"domain_scores_codex":[0.9992411,0.0001636004,0.000131537,0.00004874948,0.0002430404,0.0001720667],"domain_scores_gemma":[0.996111,0.0005170188,0.002427066,0.00005994357,0.0003775198,0.0005075092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002041213,0.00003337215,0.9963542,0.00005039708,0.00001143275,0.0001384443,0.0004166076,0.00001674631,0.0001539829,0.000005432538,0.0001232902,0.002675618],"study_design_scores_gemma":[0.000001589739,0.00009701915,0.9967167,0.00004323442,0.000007023475,0.000500051,0.00221758,0.00002589588,0.00004369786,0.000008459308,0.0003363529,0.000002354949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986446,0.0004072387,0.00003478935,0.0001259944,0.000006832786,0.00001204145,0.00009252719,0.000001621252,0.0006743927],"genre_scores_gemma":[0.9989313,0.0006222471,0.00005948547,0.00008687261,0.00001199783,0.00001073325,0.0001052483,7.971308e-7,0.0001712148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004414313,"threshold_uncertainty_score":0.01052868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06225226965609147,"score_gpt":0.4309882436081063,"score_spread":0.3687359739520149,"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."}}