{"id":"W2944482488","doi":"10.1177/2192568219832855","title":"RE-CODE DCM ( <i>RE</i> search Objectives and <i>C</i> ommon <i>D</i> ata <i>E</i> lements for <i>D</i> egenerative <i>C</i> ervical <i>M</i> yelopathy): A Consensus Process to Improve Research Efficiency in DCM, Through Establishment of a Standardized Dataset for Clinical Research and the Definition of the Research Priorities","year":2019,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Toronto Western Hospital; Toronto Rehabilitation Institute; University Health Network; University of Toronto; University of British Columbia","funders":"Medical Research Council; National Institute for Health and Care Research; Wellcome Trust","keywords":"Medicine; General partnership; Stakeholder; Delphi method; Health care; Physical therapy; Medical physics; Computer science; Public relations; Business; Political science; Artificial intelligence","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","sts"],"consensus_categories":[],"category_scores_codex":[0.03631842,0.000400684,0.001398842,0.0002663994,0.0009259713,0.0002355044,0.0009303464,0.000299152,0.00001930495],"category_scores_gemma":[0.005206042,0.000245006,0.0002615884,0.002445721,0.003006774,0.0002531976,0.001365366,0.002291531,0.000003379677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00039867,"about_ca_system_score_gemma":0.002048832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005050123,"about_ca_topic_score_gemma":0.0008078212,"domain_scores_codex":[0.988829,0.002918218,0.001999766,0.001130697,0.003518906,0.001603468],"domain_scores_gemma":[0.9897572,0.003730295,0.0003857098,0.001005601,0.004632485,0.0004887395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.3228654,0.01607871,0.2540723,0.02307771,0.002111276,0.0002377155,0.03869323,0.0002080388,0.0469724,0.06452911,0.1433657,0.0877884],"study_design_scores_gemma":[0.2346009,0.07203664,0.05200366,0.01384464,0.00112346,0.001334116,0.1039136,0.00306212,0.1071617,0.2694665,0.1384251,0.003027499],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529766,0.003696483,0.0006217913,0.01975862,0.0004557268,0.01133954,0.008832548,0.00001560936,0.002303076],"genre_scores_gemma":[0.9886971,0.00231061,0.006353754,0.001193248,0.0005226738,0.0005758667,0.0001727348,0.00005940395,0.0001146367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2049374,"threshold_uncertainty_score":0.9997064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1557974315944622,"score_gpt":0.4839700267536721,"score_spread":0.3281725951592099,"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."}}