{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00463993,0.0001471939,0.0003582513,0.0001131134,0.00002503635,0.000008596161,0.0001239397,0.0000401754,0.0004042668],"category_scores_gemma":[0.0009674127,0.0001033539,0.0003169249,0.0001328971,0.0001084278,0.0001299173,0.00002745503,0.0003116247,0.00006255057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002592864,"about_ca_system_score_gemma":0.00008305896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007457751,"about_ca_topic_score_gemma":0.00000144119,"domain_scores_codex":[0.9964005,0.002207375,0.0006254962,0.0001397314,0.0004455869,0.0001812462],"domain_scores_gemma":[0.9983525,0.0004365158,0.0005538742,0.0001793764,0.0003094132,0.0001683524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002459813,0.0005719736,0.9614395,0.001390523,0.000298338,0.00001659333,0.001917263,0.0002168398,0.009103221,0.00001187831,0.007235534,0.01755237],"study_design_scores_gemma":[0.002722293,0.006565303,0.9873992,0.001330396,0.00003066647,0.000001089473,0.0005722653,0.0006285442,0.0002685307,0.000008969721,0.0003707336,0.000102066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953363,0.00008675998,0.002006596,0.0001167107,0.0003209309,0.0003701849,0.000007075671,0.000009219093,0.001746223],"genre_scores_gemma":[0.9987692,0.00001510131,0.000244368,0.00010519,0.0002217318,3.167931e-7,0.0000228826,0.00003392904,0.000587293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02595966,"threshold_uncertainty_score":0.4426438,"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."}}