{"id":"W2284902337","doi":"","title":"Standardization of Predictive Factors for Chronic Low Back Pain: A Pilot Study.","year":2012,"lang":"en","type":"article","venue":"Library and Archives Canada (Government of Canada)","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Standardization; Medicine; Chronic pain; Physical therapy; Physical medicine and rehabilitation; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03695603,0.0004507629,0.000515865,0.00114303,0.001322927,0.001109873,0.0006497927,0.0004688909,0.00208871],"category_scores_gemma":[0.06182341,0.0004490485,0.0007300385,0.0008326271,0.001009704,0.0008210913,0.00138615,0.0008553014,0.0004315323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002092067,"about_ca_system_score_gemma":0.005557889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214542,"about_ca_topic_score_gemma":0.02148761,"domain_scores_codex":[0.9877377,0.007469752,0.001199425,0.0006414395,0.002240634,0.0007111892],"domain_scores_gemma":[0.9645077,0.0194137,0.003191386,0.003519589,0.008308123,0.001059571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001533342,0.01732952,0.7346163,0.0006136915,0.00008815755,0.0004647174,0.05683824,0.0003922265,0.003235884,0.0007330691,0.001714888,0.18244],"study_design_scores_gemma":[0.00106778,0.03173261,0.9185113,0.0003305551,0.0001304646,0.0004424907,0.03709589,0.002231302,0.002125119,0.0004940232,0.005766154,0.00007233319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910816,0.00006555147,0.002136134,0.0001174939,0.0000331863,0.005257187,0.0001170649,0.00001083184,0.001181012],"genre_scores_gemma":[0.981474,0.0001755665,0.01073648,0.0001048679,0.00002070853,0.006230562,0.0002596153,0.000006661672,0.0009915277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03695603,"threshold_uncertainty_score":0.1954445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005888405345449543,"score_gpt":0.1833398601859873,"score_spread":0.1774514548405377,"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."}}