{"id":"W2328247296","doi":"10.1097/brs.0000000000001462","title":"Comparative Effectiveness and Economic Evaluations of Open Versus Minimally Invasive Posterior or Transforaminal Lumbar Interbody Fusion","year":2016,"lang":"en","type":"review","venue":"Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"NuVasive","keywords":"Medicine; Perioperative; Surgery; Lumbar; Spinal fusion; Adverse effect; Cost effectiveness; Meta-analysis; Randomized controlled trial; MEDLINE; Lumbar vertebrae; Comparative effectiveness research; Internal 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":[0.03272729,0.002218821,0.0161345,0.009665961,0.0006263049,0.003686681,0.002138571,0.002631302,0.006094517],"category_scores_gemma":[0.110535,0.001276033,0.01610277,0.007711434,0.001635098,0.002534742,0.001574314,0.002065658,0.0002811374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00676118,"about_ca_system_score_gemma":0.007171825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003834953,"about_ca_topic_score_gemma":0.00646825,"domain_scores_codex":[0.9514849,0.02800905,0.01205436,0.002049191,0.005792761,0.0006096823],"domain_scores_gemma":[0.9236844,0.0544459,0.01621382,0.001029121,0.00405232,0.0005744025],"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":[0.00923701,0.000099756,0.001696806,0.8395238,0.1224444,0.0000995416,0.00009319482,0.0003907806,0.0001625458,0.0005445186,0.0006358602,0.02507184],"study_design_scores_gemma":[0.02262288,0.003800731,0.008570322,0.4090949,0.5449117,0.0004873795,0.0003885427,0.0007250572,0.0005715656,0.001546219,0.007158285,0.0001224393],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00959724,0.9821447,0.0008418921,0.0004291789,0.000386992,0.004340051,0.001267119,0.00002538912,0.0009673808],"genre_scores_gemma":[0.2441622,0.731767,0.006226864,0.001513639,0.0004354552,0.01416041,0.001245711,0.00003135878,0.0004572832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03272729,"threshold_uncertainty_score":0.1730805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1280921941532793,"score_gpt":0.4644010805422644,"score_spread":0.3363088863889851,"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."}}