{"id":"W4411128736","doi":"10.1177/21925682251343521","title":"The AO Spine Knowledge Forums: A Decade of Impactful Spine Research","year":2025,"lang":"en","type":"editorial","venue":"Global Spine Journal","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; University Health Network; University of Toronto","funders":"","keywords":"Medicine; SPINE (molecular biology); Spinal cord injury; Knowledge translation; Physical therapy; Spinal cord; Knowledge management; Bioinformatics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0298893,0.002397455,0.002353534,0.005946225,0.003703975,0.01569098,0.002845781,0.01139974,0.009800285],"category_scores_gemma":[0.09799455,0.0008703422,0.001670495,0.003332227,0.003764804,0.01063836,0.003720938,0.01600571,0.005611231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00452659,"about_ca_system_score_gemma":0.009587906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185444,"about_ca_topic_score_gemma":0.003944712,"domain_scores_codex":[0.9823667,0.004843765,0.002217206,0.0009520791,0.008727535,0.0008927126],"domain_scores_gemma":[0.8293758,0.09338665,0.006752828,0.00342634,0.04888134,0.01817693],"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":[0.00006311593,0.00002596639,0.00006592421,0.0007833077,0.00002649793,0.0001043903,0.0001455708,0.00003261994,0.0000741567,0.001439844,0.956486,0.04075267],"study_design_scores_gemma":[0.00003745148,0.00003048808,0.0001939977,0.00166537,0.00004661765,0.0001827048,0.0002899079,0.00007916828,0.00007502696,0.002059011,0.9953185,0.00002178197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001068673,0.02659015,0.0002669812,0.08221259,0.8890904,0.00002318419,0.00004857246,0.00006669464,0.001594512],"genre_scores_gemma":[0.001671101,0.03281581,0.0005714029,0.04205523,0.9167387,0.00004665669,0.00007956411,0.00008708509,0.005934452],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0298893,"threshold_uncertainty_score":0.1580716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472469760990972,"score_gpt":0.439539385466232,"score_spread":0.4148146878563223,"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."}}