{"id":"W2002742362","doi":"10.3138/physio.62.1.9","title":"Can We Identify People at Risk of Non-recovery after Acute Occupational Low Back Pain? Results of a Review and Higher-Order Analysis","year":2010,"lang":"en","type":"review","venue":"Physiotherapy Canada","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; CINAHL; Physical therapy; PsycINFO; MEDLINE; Pooling; Data extraction; Low back pain; Cohort study; Statistical significance; Prospective cohort study; Internal medicine; Alternative medicine; Psychological intervention; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01667804,0.00117778,0.008700952,0.02260092,0.0005374088,0.004219563,0.001569166,0.002072226,0.004620924],"category_scores_gemma":[0.08431516,0.0008294853,0.01076978,0.02160852,0.0008500119,0.003827344,0.00122589,0.0006526389,0.0004970043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003631912,"about_ca_system_score_gemma":0.00978152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009219283,"about_ca_topic_score_gemma":0.02208123,"domain_scores_codex":[0.9842719,0.005202434,0.007166844,0.000797904,0.002112698,0.0004481264],"domain_scores_gemma":[0.9224787,0.053532,0.01496088,0.001351096,0.007216145,0.0004611416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008088686,0.00005389562,0.01675133,0.8507485,0.02645474,0.0004670619,0.001208773,0.0001116297,0.0002853815,0.0003208522,0.001427572,0.1013614],"study_design_scores_gemma":[0.0006972995,0.0007570053,0.0826764,0.6616949,0.2240668,0.00186492,0.002330943,0.0002191457,0.0003919782,0.0008708799,0.02429494,0.0001347886],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00725453,0.9894977,0.0002846104,0.0007891456,0.000120184,0.0004338317,0.0009281008,0.00001346894,0.0006784208],"genre_scores_gemma":[0.09778418,0.8969337,0.001737579,0.001152857,0.0002073876,0.001043111,0.0008810267,0.00000907594,0.0002510908],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02260092,"threshold_uncertainty_score":0.08820295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007916036039478215,"score_gpt":0.3175698244285662,"score_spread":0.309653788389088,"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."}}