{"id":"W4212980385","doi":"10.5435/jaaos-d-21-00612","title":"Occupational Hazards for the Practicing Orthopaedic Surgeon: A Standard Review","year":2022,"lang":"en","type":"review","venue":"Journal of the American Academy of Orthopaedic Surgeons","topic":"Occupational health in dentistry","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Orthopedic surgery; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02128133,0.0007211987,0.00480576,0.0005855421,0.002156734,0.00001618727,0.002276414,0.0003462215,0.002110751],"category_scores_gemma":[0.01645065,0.0004093476,0.004384074,0.002656917,0.0008290667,0.0002424947,0.0007515391,0.006999718,0.00002013177],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236792,"about_ca_system_score_gemma":0.01747182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001291291,"about_ca_topic_score_gemma":0.00002225812,"domain_scores_codex":[0.9824381,0.006112607,0.006543374,0.0005109627,0.003344994,0.00104998],"domain_scores_gemma":[0.9292517,0.0402236,0.02857387,0.0007774305,0.0007642987,0.0004091467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004596328,0.00008151655,0.008010151,0.04573939,0.0009400745,0.00001310895,0.00005796526,0.000008361692,5.770276e-8,0.0002097243,0.2616079,0.6828721],"study_design_scores_gemma":[0.000505514,0.0001787034,0.005730934,0.04802573,0.003764585,0.000404403,0.0002033573,0.00000618656,6.62206e-8,0.00007162592,0.9407863,0.0003226075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009600655,0.978995,0.0002241978,0.01037844,0.004450398,0.00412283,0.001530866,0.00002878689,0.0001734297],"genre_scores_gemma":[0.00008251129,0.9897339,0.0005151119,0.00634202,0.001535753,0.0007499325,0.00004950768,0.0001530748,0.0008382236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6825495,"threshold_uncertainty_score":0.9998358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.160381006751276,"score_gpt":0.5092533470955654,"score_spread":0.3488723403442893,"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."}}