{"id":"W2135714771","doi":"10.1136/eb-2014-101905","title":"High prevalence of neck, shoulder and back pain among nursing graduates warrants preventive strategies during the degree and into working life","year":2014,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Degree (music); Medicine; Physical therapy; Nursing; Family medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001976208,0.0005292851,0.0007961962,0.0002991112,0.0003397823,0.0001571371,0.0002160164,0.0005331769,0.00004762141],"category_scores_gemma":[0.001272339,0.0003801077,0.0002159786,0.0002964006,0.001766993,0.0004200794,0.00002894576,0.001269766,0.000002136463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002194668,"about_ca_system_score_gemma":0.0002320789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001196314,"about_ca_topic_score_gemma":0.000006645146,"domain_scores_codex":[0.9957303,0.001500383,0.0007330558,0.0007879821,0.0007338501,0.0005144553],"domain_scores_gemma":[0.9959719,0.002558365,0.0005527386,0.0005704677,0.000193971,0.0001525792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002093084,0.0006809388,0.2868282,0.253345,0.000963855,0.0001266056,0.03699203,0.0008842435,0.01611431,0.0001494547,0.08832081,0.3135015],"study_design_scores_gemma":[0.001708559,0.001024427,0.6167836,0.3692142,0.0008586469,0.0000203362,0.00263177,0.002980229,0.0008808048,0.002758773,0.0002813539,0.000857331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7321117,0.01195234,0.00407853,0.249385,0.0004481788,0.001844485,0.000003089129,0.00007427155,0.0001024622],"genre_scores_gemma":[0.9839928,0.000402246,0.002338165,0.01154604,0.001328815,0.0000456533,0.00002137252,0.00008137006,0.0002435077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3299554,"threshold_uncertainty_score":0.9998651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0447560005506814,"score_gpt":0.3006282766093256,"score_spread":0.2558722760586442,"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."}}