{"id":"W2002456111","doi":"10.5301/hipint.5000009","title":"Salvaged Failed Roof Rings and Antiprotrusion Cages: Surgical Options and Implant Survival","year":2013,"lang":"en","type":"article","venue":"Hip International","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"Javna Agencija za Raziskovalno Dejavnost RS","keywords":"Medicine; Implant; Surgery; Dentistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001301424,0.000106757,0.0001553279,0.00008631127,0.00009439883,0.00005862138,0.00003841897,0.00005640771,0.001165288],"category_scores_gemma":[0.00005428366,0.00008093565,0.00003290228,0.00003479162,0.00008724846,0.0001471642,0.0000785921,0.000140735,0.00005433274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001644397,"about_ca_system_score_gemma":0.00002001165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001351666,"about_ca_topic_score_gemma":0.00001594123,"domain_scores_codex":[0.9991955,0.00002418506,0.0001781019,0.0002080659,0.0002412986,0.0001529168],"domain_scores_gemma":[0.999566,0.00009731525,0.00004529519,0.00008008911,0.00007142122,0.000139894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002563625,0.0002282343,0.9160544,0.00006882966,0.0001728037,0.0004558247,0.0004727055,0.000002104065,0.006421139,0.005291982,0.005709331,0.0648663],"study_design_scores_gemma":[0.002618997,0.0001223639,0.9542545,0.00009388402,0.00002215243,0.00188271,0.000144239,0.001298979,0.0001771609,0.000109899,0.03913947,0.0001356058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938171,0.0001078877,0.00008259027,0.002034084,0.0005473727,0.000221121,0.00003451835,0.00004249081,0.003112862],"genre_scores_gemma":[0.9973648,0.0002645319,0.0003952361,0.0001332184,0.000300253,0.00001810774,0.00006786754,0.00001081009,0.001445169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06473069,"threshold_uncertainty_score":0.9997478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365511242482694,"score_gpt":0.2634986764788061,"score_spread":0.2498435640539791,"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."}}