{"id":"W2766052259","doi":"10.1007/s00586-017-5332-z","title":"The Global Spine Care Initiative: a consensus process to develop and validate a stratification scheme for surgical care of spinal disorders as a guide for improved resource utilization in low- and middle-income communities","year":2017,"lang":"en","type":"article","venue":"European Spine Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Disability Prevention and Rehabilitation; Ontario Tech University; Canadian Memorial Chiropractic College","funders":"","keywords":"Medicine; Delphi method; Neurosurgery; Medical emergency; Operations management; Surgery; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2741645,0.003137188,0.006840849,0.01705502,0.006276692,0.008136726,0.01606815,0.0110074,0.002573547],"category_scores_gemma":[0.1876814,0.00242934,0.01030368,0.01230586,0.00572265,0.00594755,0.0195948,0.01937386,0.001753497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01627435,"about_ca_system_score_gemma":0.1223182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04897808,"about_ca_topic_score_gemma":0.04274792,"domain_scores_codex":[0.8665819,0.05221562,0.04044226,0.00389032,0.03068272,0.006187147],"domain_scores_gemma":[0.7053775,0.07201472,0.0214221,0.01183011,0.1686745,0.02068125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008148492,0.002041851,0.06900227,0.01239381,0.002934928,0.0008505268,0.009458584,0.004863237,0.002971915,0.03537634,0.4434002,0.4158916],"study_design_scores_gemma":[0.003395258,0.001691084,0.1882675,0.08227687,0.006271489,0.001257289,0.02247595,0.01796796,0.009708351,0.08052882,0.5843036,0.001855872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03727797,0.03276651,0.3635539,0.4216779,0.02999981,0.05661952,0.01730241,0.003136466,0.03766552],"genre_scores_gemma":[0.07700265,0.006911208,0.8390648,0.03286205,0.001637749,0.02391567,0.01410672,0.0007372641,0.003761892],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2741645,"threshold_uncertainty_score":0.8950844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0618215546866325,"score_gpt":0.3818724266490148,"score_spread":0.3200508719623822,"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."}}