{"id":"W6885907647","doi":"10.1371/journal.pone.0290135.s001","title":"S1 File -","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arthroplasty; Ambulatory; Cohort; Knee replacement; Ambulatory care; Emergency department; Retrospective cohort study; Hip arthroplasty; Cohort study","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003483525,0.001275672,0.001803117,0.003305568,0.001992324,0.002945146,0.002954566,0.001888955,0.9317774],"category_scores_gemma":[0.046686,0.001150698,0.0009170806,0.006518774,0.0005097234,0.003424692,0.00221919,0.001713433,0.5331325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001853109,"about_ca_system_score_gemma":0.005181696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0213599,"about_ca_topic_score_gemma":0.02270575,"domain_scores_codex":[0.9984096,0.0002629841,0.0002589517,0.0003930766,0.0004039422,0.0002714289],"domain_scores_gemma":[0.9753723,0.01493116,0.001155641,0.00179978,0.005702082,0.001039127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009559137,0.00002869943,0.0004579121,0.000560066,0.000006855661,0.00001967972,0.00004067735,0.00007962393,0.00002279824,0.0004392337,0.993345,0.004903716],"study_design_scores_gemma":[0.001274816,0.0001272979,0.005737439,0.002055378,0.00003469687,0.0001553826,0.0007050466,0.0006317788,0.0002804448,0.005829544,0.9830928,0.00007540508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001198131,0.00001882441,0.0002154054,0.0002400996,0.00008428466,0.000184448,0.994389,0.0003996184,0.004348607],"genre_scores_gemma":[0.003725309,0.0002525193,0.003598121,0.001686965,0.0001492373,0.004637484,0.9416156,0.001670482,0.04266429],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06822264,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04682314251023518,"score_gpt":0.2908950480829897,"score_spread":0.2440719055727545,"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."}}