{"id":"W4417067214","doi":"10.1016/j.bas.2025.105886","title":"SPINE20 recommendations 2025: Sustainable spine care for all","year":2025,"lang":"en","type":"article","venue":"Brain and Spine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Centre for Disability Prevention and Rehabilitation; Université du Québec à Trois-Rivières; Canadian Chiropractic Association","funders":"","keywords":"Health care; Summit; Workforce; Global health; Psychological intervention; Public health; Work (physics); Health promotion","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":[],"consensus_categories":[],"category_scores_codex":[0.0002273939,0.0001207493,0.0002694596,0.0001717022,0.0001372867,0.00002034656,0.00003994628,0.00007798377,0.0000637861],"category_scores_gemma":[0.0005596849,0.00009774994,0.0001142791,0.0002318158,0.00005185113,0.00005508472,0.00003473994,0.00008170201,0.00000390161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004740393,"about_ca_system_score_gemma":0.00008642925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002617524,"about_ca_topic_score_gemma":0.00001440644,"domain_scores_codex":[0.9992288,0.0000286056,0.0002293342,0.0002351044,0.00005978633,0.0002183942],"domain_scores_gemma":[0.9994742,0.0000677904,0.00003379697,0.0001840325,0.0001555831,0.00008456405],"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":[0.0001190153,0.0003671343,0.0006701123,0.02869074,0.000229487,0.000007419831,0.001522041,0.000003111948,0.002789993,0.1856512,0.0766992,0.7032506],"study_design_scores_gemma":[0.002130887,0.0004132957,0.01775442,0.0005571145,0.00007800022,0.000001878953,0.002622534,0.0001974036,0.00006728224,0.001019238,0.9750372,0.000120745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0785786,0.3239155,0.05198366,0.4647663,0.001176322,0.01463,0.0000480042,0.0006509327,0.06425069],"genre_scores_gemma":[0.4359941,0.03314471,0.08090431,0.0309916,0.001124323,0.00171558,0.00283797,0.0001542925,0.4131331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.898338,"threshold_uncertainty_score":0.3986127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042805942055319,"score_gpt":0.329967691388436,"score_spread":0.3195396319678828,"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."}}