{"id":"W4416499923","doi":"10.1302/1358-992x.2025.14.029","title":"DRIVERS INFLUENCING EMERGENCY DEPARTMENT “BOUNCE BACKS” FOLLOWING SPINE SURGERY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Emergency department; Psychological intervention; Presentation (obstetrics); Failed back surgery; Medical record; Health care; Spinal surgery; Chart","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001024657,0.0002288036,0.0003044745,0.001185642,0.001409123,0.001714552,0.001299305,0.0007140341,0.005228294],"category_scores_gemma":[0.01243957,0.0003044461,0.0005645606,0.002251501,0.0006218798,0.0008235379,0.001981402,0.00183802,0.0004969244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004259672,"about_ca_system_score_gemma":0.008775728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4504781,"about_ca_topic_score_gemma":0.576826,"domain_scores_codex":[0.9976664,0.0002804339,0.0002556075,0.0002147018,0.0006460763,0.000936953],"domain_scores_gemma":[0.991106,0.001257436,0.003922388,0.000212345,0.001795403,0.001706423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005837881,0.00005487101,0.9882898,0.0001150181,0.00003573481,0.0002415006,0.001122227,0.0001222194,0.00007127118,0.0001860391,0.004601048,0.005101816],"study_design_scores_gemma":[0.000002622025,0.00002246163,0.9919881,0.0001346218,0.00001182946,0.0001870449,0.005447477,0.000286169,0.0000260224,0.00007515138,0.001802761,0.00001578668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847727,0.001245776,0.0002402515,0.004396462,0.0000774397,0.0001227521,0.003934098,0.00002814398,0.00518231],"genre_scores_gemma":[0.9968091,0.0008127687,0.0001933896,0.0004047809,0.00005366202,0.00001909248,0.001197774,0.00001288631,0.000496593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4504781,"threshold_uncertainty_score":0.895712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399869357558904,"score_gpt":0.2823265335659858,"score_spread":0.2683278399903968,"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."}}