{"id":"W6959877991","doi":"10.1177/112070002090493","title":"Tapered, fluted, modular, titanium stems in Vancouver B periprosthetic femoral fractures: an analysis of 87 consecutive revisions","year":2021,"lang":"en","type":"article","venue":"Lirias (KU Leuven)","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Titanium; Prosthesis; Femur; Welding","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":[],"consensus_categories":[],"category_scores_codex":[0.0004320292,0.0006454902,0.0007628251,0.001955177,0.0006866978,0.001003019,0.0008929418,0.00140119,0.002075754],"category_scores_gemma":[0.002721777,0.0006931938,0.0008841601,0.002200521,0.0008491651,0.0004566466,0.000570967,0.0005592097,0.0007169422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005452704,"about_ca_system_score_gemma":0.000522989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003831211,"about_ca_topic_score_gemma":0.007909633,"domain_scores_codex":[0.9988913,0.00009940938,0.0002282637,0.0002169665,0.0003809309,0.0001832005],"domain_scores_gemma":[0.9975339,0.0007403888,0.0009143201,0.0002111596,0.0003467545,0.0002534422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006055331,0.0001767674,0.9629375,0.000106082,0.0001303205,0.02059429,0.000592767,0.0001223437,0.002016132,0.00002362583,0.000170273,0.01252434],"study_design_scores_gemma":[0.00002778747,0.0008226043,0.9448231,0.00005006215,0.0001560018,0.05171537,0.001335648,0.0002090388,0.0004600825,0.00003446209,0.0003352329,0.0000305314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992597,0.0003774148,0.000101567,0.000007764578,0.000004342978,0.00001197555,0.0000829753,0.000002555809,0.0001517394],"genre_scores_gemma":[0.9990849,0.0002782911,0.0001469529,0.00003107172,0.00001309867,0.000007414784,0.0001907002,0.00000607883,0.0002413872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9961688,"threshold_uncertainty_score":0.007617831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906606205635859,"score_gpt":0.2578284061636736,"score_spread":0.2387623441073151,"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."}}