{"id":"W2464386381","doi":"10.1097/01.brs.0000191673.76135.ca","title":"Letters","year":2006,"lang":"sl","type":"letter","venue":"Spine","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Family medicine; Epidemiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.004698435,0.001207931,0.001770163,0.000600024,0.001546739,0.0001047003,0.001212685,0.00350531,0.006005066],"category_scores_gemma":[0.001513062,0.00120609,0.0004536016,0.0007468666,0.0004255969,0.0005179677,0.0005704256,0.0152299,0.02266386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322101,"about_ca_system_score_gemma":0.001747462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01445841,"about_ca_topic_score_gemma":0.002449273,"domain_scores_codex":[0.9823626,0.008209297,0.003030731,0.001711564,0.001625309,0.003060444],"domain_scores_gemma":[0.9923074,0.001661872,0.002474675,0.002458856,0.0005539217,0.0005432542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002412365,0.0001276973,0.006377547,0.006048178,0.0001229739,0.0006850129,0.0006300811,0.000002227879,0.0003294717,0.0003260395,0.9810404,0.004286299],"study_design_scores_gemma":[0.001049858,0.0001612,0.04314846,0.002119917,0.0002087107,0.0000122882,0.0003719113,0.00001252235,0.00001499199,0.0002320974,0.9515882,0.001079874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0379205,0.002251186,0.0004842802,0.9269074,0.01354375,0.002758213,0.00043817,0.0004201513,0.01527639],"genre_scores_gemma":[0.003107773,0.0003578312,0.001881559,0.9072202,0.03173033,0.0002650341,0.002009871,0.0003684854,0.05305887],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03778248,"threshold_uncertainty_score":0.9997531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5469938089870765,"score_gpt":0.5337832106064793,"score_spread":0.01321059838059724,"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."}}