{"id":"W7144841993","doi":"","title":"Limited Evidence for Biological Adjuvants in Hindfoot Arthrodesis: A Systematic Review and Meta-Analysis of Clinical Comparative Studies","year":2021,"lang":"en","type":"review","venue":"Institutional Repositories DataBase (IRDB)","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nonunion; Systematic review; Quality of evidence; Meta-analysis; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.003457966,0.0006056548,0.02012654,0.0004469759,0.0001384567,0.00003212952,0.000210763,0.000289052,0.00002628423],"category_scores_gemma":[0.01832338,0.0003602623,0.003658701,0.001699181,0.0007913174,0.000260332,0.0002699628,0.0004819131,0.000003761151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360383,"about_ca_system_score_gemma":0.001271715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002565177,"about_ca_topic_score_gemma":0.00005355083,"domain_scores_codex":[0.9926004,0.001287665,0.004216505,0.001013889,0.0006012087,0.0002803342],"domain_scores_gemma":[0.9871323,0.00895343,0.001702908,0.0009544014,0.001080069,0.0001769599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00007713962,0.0003319914,0.0001771878,0.7772838,0.2193824,0.0002885365,0.00004098698,0.000001066007,4.290933e-7,0.00127041,0.0007429973,0.0004030509],"study_design_scores_gemma":[0.0001967845,0.000125833,0.00003995938,0.3063243,0.6649182,0.0001510958,0.00006314129,0.000007959215,0.00000190729,0.000003725379,0.02788188,0.0002851884],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000693464,0.9945509,0.00005374721,0.0001218838,0.0004532771,0.003199373,0.00150447,0.00002507961,0.00002194861],"genre_scores_gemma":[0.0003895104,0.9946297,0.0009572479,0.0001973722,0.0001892158,0.00145866,0.002054784,0.00001438139,0.0001091071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4709595,"threshold_uncertainty_score":0.999885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7912672006496669,"score_gpt":0.5819524229184483,"score_spread":0.2093147777312186,"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."}}