{"id":"W4406540962","doi":"10.1016/j.yort.2014.02.011","title":"10.1016/j.yort.2014.02.011","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Joint arthroplasty; Reduction (mathematics); Payment; Joint (building); Cost reduction; Quality (philosophy); Operations management; Arthroplasty; Surgery; Marketing; Finance; Civil engineering; Business; Economics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005306284,0.001010481,0.0004906029,0.001263825,0.0007776786,0.002023603,0.0007595338,0.002894413,0.8774775],"category_scores_gemma":[0.001218009,0.0004132194,0.0005545113,0.0005273495,0.0007201936,0.001885768,0.0009752793,0.001191153,0.7619157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005797819,"about_ca_system_score_gemma":0.0008848985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733714,"about_ca_topic_score_gemma":0.002393229,"domain_scores_codex":[0.9997826,0.00001760965,0.00001818157,0.00005915645,0.00006667733,0.00005574177],"domain_scores_gemma":[0.9993845,0.0001227475,0.00009299663,0.00002921384,0.0001291209,0.0002413148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003752481,0.0003855682,0.006803236,0.0006789353,0.00004693915,0.0006611245,0.0001944455,0.000217441,0.001402233,0.005149688,0.2220863,0.7619988],"study_design_scores_gemma":[0.00009381978,0.0002484141,0.01005634,0.001573971,0.0000664933,0.006158723,0.0005338899,0.0002947898,0.0006484322,0.00481032,0.9754767,0.00003810953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01073905,0.02089246,0.002988004,0.007745528,0.002538613,0.0001071861,0.002365908,0.001512003,0.9511113],"genre_scores_gemma":[0.02077854,0.007210611,0.002072513,0.002022705,0.0007209096,0.0000860137,0.001403349,0.0002341612,0.9654711],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1225225,"threshold_uncertainty_score":0.1747636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006422052999084716,"score_gpt":0.1918743958893029,"score_spread":0.1854523428902182,"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."}}