{"id":"W2084853805","doi":"10.1097/brs.0b013e3181b4d50d","title":"Quality of Low Back Pain Guidelines Improved","year":2009,"lang":"en","type":"review","venue":"Spine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Guideline; MEDLINE; Checklist; Low back pain; Physical therapy; Family medicine; Alternative medicine; Pathology","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006712815,0.0004055533,0.002962929,0.0001513831,0.00002126138,0.00001130154,0.0001994873,0.0003515522,0.000864344],"category_scores_gemma":[0.03506831,0.0003064603,0.0008642485,0.000402744,0.00005992393,0.0000782987,0.00007559106,0.0004748028,0.0001745473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132548,"about_ca_system_score_gemma":0.0007329434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001796258,"about_ca_topic_score_gemma":0.0000463905,"domain_scores_codex":[0.9929445,0.0005943225,0.005279767,0.0004844867,0.0004232713,0.0002736246],"domain_scores_gemma":[0.994817,0.001031366,0.002257764,0.0009095511,0.0008200774,0.0001642191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002856646,0.0001569172,0.000006349994,0.02957099,0.0001319823,0.00000403506,0.000002575752,1.308561e-7,0.00002919492,0.00002811062,0.01868896,0.9513522],"study_design_scores_gemma":[0.001132665,0.0005141227,0.00006358438,0.01250544,0.0006560147,0.00001765433,0.00001352195,0.00004968977,0.000003626208,0.00006380604,0.9847222,0.0002577082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003441968,0.9924503,0.002362859,0.002463665,0.0002673053,0.001709896,0.00006937925,0.00004946402,0.0006236723],"genre_scores_gemma":[0.000001788988,0.9649061,0.02903857,0.002265967,0.001077564,0.00002591073,0.001168024,0.00005509092,0.001461011],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9660332,"threshold_uncertainty_score":0.9999387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5585910907456197,"score_gpt":0.6133531480887081,"score_spread":0.05476205734308837,"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."}}