{"id":"W1755703863","doi":"10.2478/s13382-014-0267-7","title":"Quality of life and neck pain in nurses","year":2014,"lang":"en","type":"article","venue":"International Journal of Occupational Medicine and Environmental Health","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Neck pain; Quality of life (healthcare); Physical therapy; Mental health; Psychiatry; Nursing; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001188731,0.0001625534,0.0002470248,0.0005720153,0.0002950468,0.000450926,0.0002319395,0.0003847341,0.00281242],"category_scores_gemma":[0.007866842,0.0001133035,0.0003033098,0.0004724276,0.0002718444,0.0003874451,0.0006741959,0.0004489504,0.0001965841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004131103,"about_ca_system_score_gemma":0.000324559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697295,"about_ca_topic_score_gemma":0.003165607,"domain_scores_codex":[0.9989009,0.000364246,0.0001092141,0.00007107382,0.0003703277,0.0001841875],"domain_scores_gemma":[0.9963757,0.0006565946,0.001804443,0.00005370211,0.0004850288,0.0006244585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008650025,0.0001249239,0.9949551,0.00005428515,0.00004589278,0.00003974852,0.0003300309,0.00003735638,0.00007841155,0.00001702724,0.0001397693,0.00409095],"study_design_scores_gemma":[0.00000791299,0.0001780322,0.9991028,0.00002658784,0.000009709198,0.00008404891,0.0003338687,0.00007048025,0.00001763403,0.00002216064,0.0001440519,0.000002827479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982774,0.0008037513,0.00004513108,0.0001826448,0.00001354732,0.000009063375,0.00009374021,9.202306e-7,0.0005737174],"genre_scores_gemma":[0.9995066,0.0002004856,0.00005207106,0.0000394906,0.000009998224,0.00001290537,0.0000758973,4.822178e-7,0.0001021288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00281242,"threshold_uncertainty_score":0.009408474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03127264474813368,"score_gpt":0.3826644134560174,"score_spread":0.3513917687078837,"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."}}