{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006390942,0.0005576645,0.0004898746,0.001074296,0.003035898,0.001223244,0.001074056,0.0007882981,0.01024497],"category_scores_gemma":[0.001245959,0.0004325343,0.0005522465,0.00234029,0.0003877756,0.0005852476,0.0007014722,0.0009083425,0.001515952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01675585,"about_ca_system_score_gemma":0.01052475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9528153,"about_ca_topic_score_gemma":0.9651088,"domain_scores_codex":[0.9994283,0.00007497109,0.00003771991,0.0001167223,0.0001378701,0.000204363],"domain_scores_gemma":[0.9987218,0.00006781847,0.0002598196,0.00004691819,0.0005834855,0.0003202292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004016707,0.0005684033,0.9702855,0.0002856743,0.0002048952,0.0003125322,0.001028452,0.0001125538,0.0002965793,0.0002026451,0.01621293,0.0100882],"study_design_scores_gemma":[0.0001269653,0.0001808434,0.9922414,0.0001310478,0.00005742837,0.000125305,0.0009965504,0.0001729848,0.00003985698,0.00002393921,0.005887671,0.00001599209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250712,0.002164426,0.0005872933,0.001032436,0.00007885027,0.002802822,0.05575221,0.00006305164,0.0124478],"genre_scores_gemma":[0.9713053,0.001029226,0.001006197,0.001483756,0.00007417923,0.002772137,0.01337658,0.0000188396,0.008933838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04718471,"threshold_uncertainty_score":0.1215728,"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."}}