{"id":"W4308257791","doi":"10.1097/corr.0000000000002471","title":"Does Minimally Invasive Surgery Provide Better Clinical or Radiographic Outcomes Than Open Surgery in the Treatment of Hallux Valgus Deformity? A Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"Clinical Orthopaedics and Related Research","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Valgus; Meta-analysis; Randomized controlled trial; Surgery; Systematic review; Foot and ankle surgery; Valgus deformity; MEDLINE; Population; Orthopedic surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01800795,0.002493635,0.02408759,0.007605808,0.0008737881,0.003465256,0.002456873,0.002859896,0.003723088],"category_scores_gemma":[0.04401756,0.001528408,0.04474407,0.007446808,0.001013571,0.002127901,0.001520608,0.001668154,0.0002951782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003372841,"about_ca_system_score_gemma":0.005064852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006904845,"about_ca_topic_score_gemma":0.01490529,"domain_scores_codex":[0.985756,0.005791923,0.00509413,0.001367767,0.001630295,0.0003598714],"domain_scores_gemma":[0.9724008,0.01951725,0.004862335,0.0007868175,0.002081152,0.0003516413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002232674,0.00004533608,0.004156731,0.4545867,0.5279782,0.00009623347,0.0001048794,0.0003143182,0.0001611125,0.00009844355,0.0003730585,0.009852254],"study_design_scores_gemma":[0.0006715932,0.0002436225,0.003043769,0.03311732,0.9616278,0.0000681948,0.00004882935,0.0001256956,0.00008259319,0.0001112331,0.0008368665,0.00002250834],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006094842,0.9918621,0.00044864,0.000226684,0.0001716555,0.0005265574,0.0004407167,0.0000180269,0.0002107554],"genre_scores_gemma":[0.1789477,0.8127754,0.002829598,0.001126374,0.0004071431,0.002761608,0.0008319287,0.00002793057,0.0002922761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02408759,"threshold_uncertainty_score":0.0952363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4823108996755524,"score_gpt":0.5183001605232785,"score_spread":0.03598926084772613,"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."}}