{"id":"W2890000985","doi":"10.1016/j.jcjo.2018.06.021","title":"Survey of occupational musculoskeletal pain and injury in Canadian ophthalmology","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Occupational health in dentistry","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Musculoskeletal pain; Occupational injury; Physical therapy; Human factors and ergonomics; Medical emergency; Poison control","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006146378,0.0001761657,0.0005241543,0.001304254,0.0003707268,0.00000552417,0.0003607882,0.0005056386,0.005707698],"category_scores_gemma":[0.00438237,0.0001847815,0.0000542779,0.0005327454,0.0006203256,0.0001352355,0.00003306167,0.0008033481,0.00005471547],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007667556,"about_ca_system_score_gemma":0.01980313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8573576,"about_ca_topic_score_gemma":0.7794401,"domain_scores_codex":[0.9946742,0.002635764,0.001290181,0.0002297869,0.0001874856,0.0009825532],"domain_scores_gemma":[0.9951306,0.001258793,0.000641768,0.0002339116,0.001239023,0.001495919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001425003,0.00001432328,0.9935398,0.00009319993,0.00002199364,0.003005255,0.0002870903,0.000002077574,0.000005870928,0.00042677,0.00206523,0.0003959074],"study_design_scores_gemma":[0.0004684296,0.001051249,0.9867116,0.0001128857,0.000006918501,0.01005083,0.0001342345,0.00004398102,0.000002293998,0.0005272602,0.0007586662,0.0001317014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896866,0.0002841003,0.000007259429,0.0003635712,0.002029702,0.0002628364,0.0004063345,0.000001573871,0.006957997],"genre_scores_gemma":[0.9987005,0.000001857935,0.0003323218,0.0001670128,0.0003267137,0.00000951549,0.00004775642,0.00002451507,0.0003898093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07791753,"threshold_uncertainty_score":0.9952012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023042045445731,"score_gpt":0.4654827201974361,"score_spread":0.363178515652863,"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."}}