{"id":"W3211985050","doi":"10.1002/9781119413936.ch25","title":"Ceramic in Total Hip Arthroplasty","year":2021,"lang":"en","type":"other","venue":"Evidence-Based Orthopedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Osteolysis; Medicine; Orthopedic surgery; Prosthesis; Synovectomy; Surgery; Hip resurfacing; Bearing surface; Arthroplasty; Hip pain; Hip arthroplasty; Dentistry; Total hip arthroplasty; Engineering; Rheumatoid arthritis; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004398648,0.0006932251,0.001142257,0.0006996923,0.00007228879,0.00006119943,0.0001279382,0.0007592352,0.02522564],"category_scores_gemma":[0.0006145644,0.0006132674,0.0003795922,0.0006535057,0.0002882999,0.00009706138,0.0001145311,0.001157596,0.0004209735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000166178,"about_ca_system_score_gemma":0.001756323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003580704,"about_ca_topic_score_gemma":0.0007869083,"domain_scores_codex":[0.9962398,0.0001911954,0.0007226887,0.00101667,0.001025873,0.0008037222],"domain_scores_gemma":[0.9979284,0.0002788617,0.0003449665,0.0009288178,0.0000853501,0.0004335348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004019394,0.0008323546,0.2252015,0.002656159,0.0002466347,0.01081312,0.0000915104,0.00008421432,0.00009071801,0.00009669972,0.6184695,0.1410156],"study_design_scores_gemma":[0.003226598,0.0005117886,0.02301093,0.01972992,0.0002275712,0.0005858005,0.00006518813,0.0004764349,0.00003341532,0.000003705076,0.9512787,0.0008499301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09805555,0.1735401,0.002900299,0.0107628,0.01808851,0.007702895,0.0008880696,0.002368302,0.6856935],"genre_scores_gemma":[0.05815953,0.01135061,0.002609899,0.003880012,0.004535811,0.0001255712,0.0008123232,0.001233478,0.9172928],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3328092,"threshold_uncertainty_score":0.9996319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697320288112308,"score_gpt":0.2910091081773383,"score_spread":0.2540359052962152,"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."}}