{"id":"W4417166909","doi":"10.5435/jaaosglobal-d-25-00052","title":"The Incidence and Classification of the Severity of Heterotopic Ossification Around Femoral Endoprostheses","year":2025,"lang":"en","type":"article","venue":"JAAOS Global Research and Reviews","topic":"Heterotopic Ossification and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Heterotopic ossification; Prosthesis; Incidence (geometry); Total hip replacement; Prosthesis design; Complication; Femur","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":[0.003476583,0.0003089849,0.0002088371,0.003446739,0.0002030216,0.0006669791,0.0004887466,0.0003170532,0.001201696],"category_scores_gemma":[0.01302987,0.0001890608,0.0003558156,0.0009188894,0.0005023532,0.0006996065,0.0008693099,0.000191865,0.0003000986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002051058,"about_ca_system_score_gemma":0.0002248364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006782474,"about_ca_topic_score_gemma":0.001173384,"domain_scores_codex":[0.9981713,0.0004801055,0.0004664944,0.0002087773,0.0005642637,0.0001090711],"domain_scores_gemma":[0.9835154,0.003506293,0.009013033,0.0008263642,0.002713908,0.0004250725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004729777,0.000004386847,0.9964245,0.00001542838,0.00001904228,0.0000254645,0.00005711706,0.00002847182,0.0003834214,0.000007017239,0.00002638505,0.002961559],"study_design_scores_gemma":[0.000004686582,0.00009973713,0.9972079,0.00002110713,0.00002595571,0.0013677,0.0001901404,0.0003067006,0.0005616603,0.00002796926,0.0001807095,0.000005646857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979437,0.0005229406,0.0006363929,0.00001419894,0.000009367013,0.00002138087,0.000135008,0.00001111222,0.000705883],"genre_scores_gemma":[0.9988293,0.000134191,0.0008246528,0.000004453256,0.000008161535,0.000007657481,0.0001177443,0.000001906341,0.00007180135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003476583,"threshold_uncertainty_score":0.01838619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.117318117072977,"score_gpt":0.4396278585114424,"score_spread":0.3223097414384654,"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."}}