{"id":"W4366352314","doi":"10.1007/s00586-023-07699-0","title":"Economic comparisons of endoscopic spine surgery: a systematic review","year":2023,"lang":"en","type":"review","venue":"European Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Checklist; Cochrane Library; Endoscopy; MEDLINE; Systematic review; Neurosurgery; Spinal stenosis; Evidence-based medicine; Surgery; Economic evaluation; General surgery; Physical therapy; Lumbar; Randomized controlled trial; Alternative medicine","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":[0.01282815,0.001726754,0.01244394,0.005731377,0.0004675894,0.003335631,0.001945984,0.002475929,0.00771427],"category_scores_gemma":[0.0654766,0.001201207,0.01246263,0.007853701,0.001077457,0.002716016,0.002188349,0.002521926,0.0003090567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004074222,"about_ca_system_score_gemma":0.005774336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006282446,"about_ca_topic_score_gemma":0.02055722,"domain_scores_codex":[0.9824092,0.009160663,0.004752478,0.0010033,0.002228982,0.0004452413],"domain_scores_gemma":[0.955784,0.03430461,0.007320827,0.0005314213,0.001678501,0.0003805676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002453133,0.00003776364,0.001720808,0.8504789,0.1216857,0.0001118483,0.00009936259,0.000238666,0.0001077043,0.0003373458,0.001183121,0.02154567],"study_design_scores_gemma":[0.004835432,0.000604408,0.009752814,0.3453705,0.6269253,0.0003975844,0.0004108321,0.0002700192,0.0001641184,0.001179244,0.009999285,0.000090518],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002279073,0.9964129,0.0001562281,0.0001998441,0.0001426562,0.0001913626,0.0004236933,0.000005347977,0.0001888943],"genre_scores_gemma":[0.06439018,0.9328053,0.0009162325,0.0007742547,0.0001600092,0.0004572826,0.0003531049,0.00001146508,0.0001322109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01282815,"threshold_uncertainty_score":0.0678426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251367830054347,"score_gpt":0.386321060397008,"score_spread":0.2611842773915733,"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."}}