{"id":"W2890998302","doi":"10.1016/j.shaw.2018.08.006","title":"Quebec Serve and Protect Low Back Pain Study: What About Mental Quality of Life?","year":2018,"lang":"en","type":"article","venue":"Safety and Health at Work","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Fondation de l’Université du Québec en Abitibi-Témiscamingue","keywords":"Biopsychosocial model; Mental health; Medicine; Low back pain; Quality of life (healthcare); Population; Chronic pain; Cross-sectional study; Physical therapy; Psychiatry; Alternative medicine; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001194597,0.0004221878,0.0006060653,0.0009829056,0.002084414,0.001811275,0.001257096,0.0007064275,0.003630826],"category_scores_gemma":[0.00327714,0.0002490772,0.0007705894,0.002326953,0.0006176449,0.0007143046,0.0006779885,0.001102486,0.0003550888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01399081,"about_ca_system_score_gemma":0.008247741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9521932,"about_ca_topic_score_gemma":0.9746022,"domain_scores_codex":[0.9994078,0.0001317509,0.00003248546,0.00008173481,0.0001807815,0.0001654711],"domain_scores_gemma":[0.9981334,0.0001431574,0.0003990348,0.00006361181,0.0007068418,0.0005539368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002446792,0.000152035,0.9827793,0.0001216987,0.0002308676,0.00004651209,0.0004439032,0.00006980335,0.00006541502,0.0001220611,0.006016677,0.009707145],"study_design_scores_gemma":[0.00004822434,0.00004971947,0.9970109,0.00009920484,0.00007834961,0.00002287408,0.0007074387,0.0001569762,0.00001644544,0.0000336124,0.001765723,0.00001059477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511794,0.00800872,0.0002239568,0.004851983,0.0001078958,0.0002992092,0.02592785,0.00002315615,0.009377709],"genre_scores_gemma":[0.9872146,0.00195086,0.0002195149,0.0007039284,0.0000464439,0.000179723,0.007608842,0.000006321025,0.002069681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9521932,"threshold_uncertainty_score":0.1015109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973164483565953,"score_gpt":0.346607426586039,"score_spread":0.3168757817503794,"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."}}