{"id":"W2052145417","doi":"10.1007/s11999-009-1198-7","title":"The Efficacy of Periarticular Multimodal Drug Infiltration in Total Hip Arthroplasty","year":2009,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Arthroplasty; Total hip arthroplasty; Infiltration (HVAC); Orthopedic surgery; Drug; Sports medicine; Hip arthroplasty; Physical therapy; Surgery; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004889483,0.0001514791,0.0004096554,0.0001630275,0.0003280837,0.0000408306,0.00007956283,0.0002801661,0.00007255436],"category_scores_gemma":[0.002836941,0.0000900325,0.0002344462,0.0005268108,0.001094848,0.00007556542,0.00007684898,0.001618641,0.00002784237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002023995,"about_ca_system_score_gemma":0.0002729179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001982053,"about_ca_topic_score_gemma":0.00001571606,"domain_scores_codex":[0.9967364,0.0005208651,0.001106276,0.0003911273,0.0007176432,0.0005277033],"domain_scores_gemma":[0.9970719,0.00186683,0.0001274721,0.0003563878,0.000246966,0.0003304943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002026189,0.001916577,0.3082652,0.00005988272,0.0001723771,0.0007058348,0.0007725403,0.00005824844,0.0007299838,0.00356923,0.001629663,0.6800943],"study_design_scores_gemma":[0.006508364,0.00162815,0.9784384,0.0002395565,0.00004227381,0.0002860183,0.0003709228,0.004608145,0.00006563564,0.0003599772,0.007312931,0.0001396664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991177,0.001423347,0.000007660838,0.004646786,0.0005029084,0.000606336,0.000004100157,0.0000246155,0.001607285],"genre_scores_gemma":[0.9946965,0.003877392,0.00009478054,0.00007283051,0.0002280152,0.00000548451,0.0000151004,0.00001384085,0.0009960636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6799546,"threshold_uncertainty_score":0.7032282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04221443697453653,"score_gpt":0.3899358001747417,"score_spread":0.3477213632002052,"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."}}