{"id":"W3216948471","doi":"10.1097/prs.0000000000008514","title":"Pyrocarbon Arthroplasty Implants in the Upper Extremity: A Systematic Review of Outcomes and Pooled Analysis of Complications","year":2021,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Pooled analysis; Arthroplasty; Meta-analysis; Systematic review; MEDLINE; Clinical trial","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009938296,0.0001337857,0.001470483,0.0004413473,0.00003164061,0.000004889994,0.0000317924,0.00005559363,0.00006860157],"category_scores_gemma":[0.00749185,0.00008563625,0.0003540336,0.00122728,0.0002224471,0.00005597556,0.00001972001,0.0001180562,0.000001279842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001899986,"about_ca_system_score_gemma":0.0001872249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001739715,"about_ca_topic_score_gemma":0.00003140515,"domain_scores_codex":[0.9979461,0.0004305676,0.0009813482,0.0002334715,0.000274432,0.0001340778],"domain_scores_gemma":[0.9836586,0.01528886,0.0004109495,0.000334356,0.0002568519,0.00005037321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001972859,0.0001319171,0.9443902,0.05241009,0.001234427,0.00001344632,0.0002347942,0.000001421562,0.0001608725,0.0001119582,0.00001014043,0.001280978],"study_design_scores_gemma":[0.0001620577,0.00001348392,0.957182,0.03608083,0.004696202,0.0001948628,0.001335609,0.0001356617,0.00007184354,0.00004484811,0.000002856447,0.00007969645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909075,0.007758378,0.0001094663,0.0002576444,0.0001590695,0.000418459,0.00007059381,0.000007855816,0.0003109553],"genre_scores_gemma":[0.9976538,0.001911666,0.0001364186,0.0001569717,0.000006926953,0.00005366015,0.00006129985,0.000006315531,0.00001298476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01632926,"threshold_uncertainty_score":0.8968985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918303353552494,"score_gpt":0.2735104620596558,"score_spread":0.2543274285241309,"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."}}