{"id":"W2977697551","doi":"10.1002/ejp.1488","title":"Predictive factors of high societal costs among chronic low back pain patients","year":2019,"lang":"en","type":"article","venue":"European Journal of Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chronic pain; Medicine; Physical therapy","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":[0.001259598,0.000369195,0.0004273698,0.001063459,0.0002468998,0.0008871863,0.0003068557,0.0004565424,0.002275174],"category_scores_gemma":[0.009123404,0.0001883657,0.000806896,0.001199952,0.0001660901,0.0004095271,0.0005122776,0.0006900662,0.000142271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004299298,"about_ca_system_score_gemma":0.0004050485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002508799,"about_ca_topic_score_gemma":0.002768942,"domain_scores_codex":[0.9989455,0.0005058685,0.0001329573,0.00008592709,0.0001993495,0.0001303698],"domain_scores_gemma":[0.994093,0.003153291,0.001801641,0.0001977306,0.0004723778,0.0002819748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000970261,0.00002879946,0.9976382,0.0000212326,0.00008517656,0.00004143983,0.00001396284,0.0004774736,0.00002253334,0.00002420908,0.0001055497,0.001444273],"study_design_scores_gemma":[0.000009829088,0.00007635089,0.9934095,0.00003263474,0.000100442,0.0002066612,0.0001121882,0.005671272,0.00005440066,0.0001845909,0.0001355289,0.000006689382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982161,0.0005169005,0.000237101,0.0001289706,0.000009164097,0.00000970742,0.0005743301,0.000002875365,0.0003048514],"genre_scores_gemma":[0.9994022,0.00007216142,0.00008507243,0.000009260792,0.000007517119,0.000005800232,0.0003854287,8.55993e-7,0.00003176424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002508799,"threshold_uncertainty_score":0.007611215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005143434688662523,"score_gpt":0.217776130659415,"score_spread":0.2126326959707525,"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."}}