{"id":"W4310497373","doi":"10.1302/2633-1462.312.bjo-2022-0138.r1","title":"Periprosthetic joint infection following hip hemiarthroplasty","year":2022,"lang":"en","type":"article","venue":"Bone & Joint Open","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Periprosthetic; Joint (building); Medicine; Joint infections; Surgery; Arthroplasty; Engineering; Structural engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0008482472,0.0002099093,0.0004268076,0.0008068144,0.0004587911,0.000712843,0.0002886827,0.0003933106,0.001650591],"category_scores_gemma":[0.004001336,0.000192071,0.0003752305,0.0006781336,0.0005521412,0.0003845319,0.0004674744,0.0004571202,0.0001900009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000325578,"about_ca_system_score_gemma":0.0005128126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183449,"about_ca_topic_score_gemma":0.001471024,"domain_scores_codex":[0.99909,0.0002317181,0.0001551812,0.0001076113,0.0002674611,0.0001479771],"domain_scores_gemma":[0.9959478,0.000895908,0.002505232,0.000115322,0.0003117667,0.000224013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001081746,0.00003709131,0.9908674,0.0000999214,0.00004493008,0.002181456,0.0001189865,0.00002814166,0.0004932687,0.0000112459,0.00008655001,0.005922898],"study_design_scores_gemma":[0.000006600936,0.0003150796,0.9796617,0.00005062241,0.00004767664,0.01892703,0.0003512496,0.00009106942,0.0003311797,0.00002599114,0.0001860974,0.000005587767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968421,0.002517186,0.0001816344,0.00005810708,0.000009686167,0.00001171074,0.00005232518,0.000006391825,0.0003206859],"genre_scores_gemma":[0.999143,0.0005854861,0.00008782015,0.00003196887,0.00003077299,0.000005192155,0.00005777083,0.000001028312,0.00005701572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001650591,"threshold_uncertainty_score":0.005521834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03803932344410506,"score_gpt":0.293267531613228,"score_spread":0.2552282081691229,"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."}}