{"id":"W2594095912","doi":"10.1097/brs.0000000000002136","title":"Quebec Serve and Protect Low Back Pain Study","year":2017,"lang":"en","type":"article","venue":"Spine","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Medicine; Low back pain; Cross-sectional study; Physical therapy; Back pain; Population; Occupational safety and health; Human factors and ergonomics; Poison control; Environmental health; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001264902,0.00008212638,0.0001389791,0.00002631383,0.001450716,0.00001475373,0.0001289398,0.00006997407,0.0004985437],"category_scores_gemma":[0.0002597753,0.00006468394,0.00001257666,0.00002873784,0.00003466568,0.0001454899,0.00008673334,0.0002878854,0.0005769258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004113558,"about_ca_system_score_gemma":0.0002368929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01406803,"about_ca_topic_score_gemma":0.04551068,"domain_scores_codex":[0.9989932,0.0002244935,0.0002316735,0.0001580683,0.000118133,0.0002744554],"domain_scores_gemma":[0.9992043,0.00005218757,0.0001668808,0.0003751352,0.00007792845,0.0001235342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007534938,0.00007760181,0.9762453,0.0009139662,0.000005960318,0.000002791342,0.0009578501,6.530128e-7,0.00001505334,0.000165822,0.004094704,0.01744498],"study_design_scores_gemma":[0.0009941198,0.0002679779,0.986459,0.0001877306,0.000002055394,1.905506e-7,0.000265162,0.0003890042,0.00000461455,0.00006867515,0.01128887,0.00007259907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915348,0.0000633878,0.00005494973,0.002710272,0.000324041,0.001788613,0.00001102495,0.00002715184,0.003485787],"genre_scores_gemma":[0.9832888,0.00001494457,0.0002545371,0.001079506,0.0004455122,0.0001693843,0.000009310574,0.00001026757,0.01472777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03144265,"threshold_uncertainty_score":0.9998493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08149987633626533,"score_gpt":0.4718757261755885,"score_spread":0.3903758498393232,"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."}}