{"id":"W4328104248","doi":"10.1016/j.bas.2023.101732","title":"Time for a true integrated approach to spine care","year":2023,"lang":"en","type":"editorial","venue":"Brain and Spine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Disability Prevention and Rehabilitation","funders":"","keywords":"SPINE (molecular biology); Computer science; Psychology; Medicine; Biology","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":[0.0004139047,0.0003302565,0.0008374607,0.0002849342,0.00007361544,0.00002861948,0.0000935712,0.0006150995,0.00001660598],"category_scores_gemma":[0.005191464,0.0002408942,0.0002544066,0.0003688846,0.00007972327,0.00002348141,0.00004748284,0.0003508082,0.00006196857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007736027,"about_ca_system_score_gemma":0.0002264582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002608092,"about_ca_topic_score_gemma":0.000008149627,"domain_scores_codex":[0.9984144,0.00005496204,0.000366197,0.0005639468,0.0003099531,0.0002905162],"domain_scores_gemma":[0.9987165,0.0003726484,0.00007307316,0.000308087,0.0002855414,0.0002441478],"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":[0.00008215155,0.00006636337,3.967009e-7,0.009746124,0.00007881998,0.000001740051,0.0005090554,0.000001178372,0.0002785503,0.00006090268,0.9512481,0.03792662],"study_design_scores_gemma":[0.001673127,0.001194969,0.0001366233,0.001392046,0.0001101396,8.944072e-7,0.0003391439,0.0002937605,0.000003106336,0.00001832406,0.9945681,0.0002697286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000828903,0.02957001,0.003619663,0.00427731,0.9451313,0.01043343,0.00078928,0.0008908013,0.004459322],"genre_scores_gemma":[0.00005200577,0.002462273,0.01386595,0.0003959731,0.9021353,0.001058192,0.01778763,0.0002903322,0.0619524],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05749308,"threshold_uncertainty_score":0.9823381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009066885289587748,"score_gpt":0.291398180018927,"score_spread":0.2823312947293393,"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."}}