{"id":"W4220664654","doi":"10.1016/j.arth.2022.03.071","title":"Minimally Invasive Intermuscular Approaches Versus Conventional Approaches in Total Hip Arthroplasty: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"The Journal of Arthroplasty","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Periprosthetic; Meta-analysis; Systematic review; Arthroplasty; Cochrane Library; Surgery; Total hip arthroplasty; MEDLINE; Randomized controlled trial; 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":[0.005980183,0.002626993,0.01700714,0.003863733,0.0005513426,0.002990764,0.002125642,0.002645637,0.004631204],"category_scores_gemma":[0.01312349,0.001566356,0.02886036,0.00535209,0.0009615193,0.002280122,0.001931686,0.002584001,0.0004036056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001625084,"about_ca_system_score_gemma":0.002351475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005470395,"about_ca_topic_score_gemma":0.02199409,"domain_scores_codex":[0.9952885,0.001551502,0.001714288,0.0006696145,0.0005503656,0.0002256502],"domain_scores_gemma":[0.9924763,0.004968399,0.001742158,0.0002206033,0.0004562221,0.0001363592],"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":[0.003479279,0.00004151431,0.004071975,0.3980431,0.5815694,0.00012767,0.0001431832,0.0002467579,0.000304632,0.00009837798,0.0004605001,0.01141372],"study_design_scores_gemma":[0.0009588387,0.0001753352,0.003169869,0.01574348,0.9786155,0.00007316626,0.00008195834,0.00008217725,0.00006009935,0.0001125859,0.00090012,0.00002696279],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005505593,0.9935064,0.0002858659,0.0000824595,0.0001124099,0.0001187659,0.0002449762,0.00001286789,0.0001305582],"genre_scores_gemma":[0.1735447,0.8224295,0.001585356,0.0009966235,0.0002433234,0.0003768808,0.0004036495,0.00003032232,0.0003896136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01700714,"threshold_uncertainty_score":0.03162658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1944511835837225,"score_gpt":0.3211066984077475,"score_spread":0.1266555148240251,"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."}}