{"id":"W4323357685","doi":"10.1503/cjs.000622","title":"Semiconstrained posterior-stabilized total knee arthroplasty: indications, risks and benefits in primary and revision surgery","year":2023,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Periprosthetic; Surgery; Implant; Soft tissue; Valgus; Deformity; Valgus deformity; Arthroplasty; Hematoma; Radiography; Implant failure; Patient satisfaction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001085549,0.0004834645,0.0003728463,0.001261808,0.000414248,0.0007524079,0.0002966681,0.0006760687,0.001620962],"category_scores_gemma":[0.005025879,0.0003051086,0.0003864797,0.0006535692,0.000454671,0.0006737075,0.0005058918,0.0003869835,0.0002606796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003599541,"about_ca_system_score_gemma":0.0004256825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007026761,"about_ca_topic_score_gemma":0.002345483,"domain_scores_codex":[0.9992892,0.0001986668,0.0001444638,0.0000469856,0.000233267,0.00008742093],"domain_scores_gemma":[0.9978737,0.0007638137,0.000803919,0.00004616582,0.0002078634,0.0003046753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003169155,0.00007821224,0.9668809,0.0001149114,0.00004720512,0.003502137,0.0002225902,0.0001431471,0.0009181784,0.00004726269,0.0003341603,0.02739448],"study_design_scores_gemma":[0.00002647418,0.0005954346,0.9321564,0.0003088295,0.00006873984,0.06240341,0.001746693,0.000990503,0.0003510668,0.0002259833,0.001100504,0.00002592403],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9872837,0.01083568,0.0004157003,0.0002310138,0.00002515474,0.00001437736,0.00007075985,0.00001232042,0.001111216],"genre_scores_gemma":[0.9977387,0.001710265,0.0003430358,0.00003637451,0.00004637093,0.000007218102,0.00004011753,0.000002083215,0.00007584359],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001620962,"threshold_uncertainty_score":0.005741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09480283177686608,"score_gpt":0.3037152464886544,"score_spread":0.2089124147117883,"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."}}