{"id":"W4384665045","doi":"10.2106/jbjs.22.01363","title":"Central Adjudication Committee and Clinical Site Investigator Agreement on Outcomes in the PARITY Trial","year":2023,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Confidence interval; Clinical trial; Randomized controlled trial; Regimen; Adjudication; Cohen's kappa; Surgery; 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5640378,0.001599175,0.005817154,0.003198289,0.00281508,0.005451348,0.003804505,0.006384596,0.004969839],"category_scores_gemma":[0.6941498,0.002007044,0.004951304,0.003503898,0.007708529,0.005874215,0.006720617,0.006142,0.0009349608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003433345,"about_ca_system_score_gemma":0.0106006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067937,"about_ca_topic_score_gemma":0.0009437087,"domain_scores_codex":[0.1695658,0.7569541,0.03562528,0.01672009,0.01824607,0.002888688],"domain_scores_gemma":[0.1501708,0.606135,0.142117,0.06162754,0.03513575,0.004813847],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6628187,0.002713175,0.1283636,0.01810302,0.0189028,0.0003023219,0.007201266,0.00787398,0.001127602,0.01983998,0.01315332,0.1196002],"study_design_scores_gemma":[0.4803369,0.07137442,0.199092,0.01566895,0.02190093,0.00104694,0.002400923,0.07773105,0.007629768,0.07315841,0.04834466,0.001314961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6401254,0.03976997,0.1405899,0.01152125,0.009253776,0.1176851,0.004756987,0.001027669,0.03526995],"genre_scores_gemma":[0.9089884,0.0006128481,0.02581609,0.001714138,0.0007965126,0.06055549,0.0005992578,0.0001031358,0.0008140627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4359622,"threshold_uncertainty_score":0.5376191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09948217363146261,"score_gpt":0.3517437476876786,"score_spread":0.252261574056216,"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."}}