{"id":"W2784218521","doi":"10.1002/jor.23847","title":"Comparing damage on retrieved total elbow replacement bushings with lab worn specimens subjected to varied loading conditions","year":2018,"lang":"en","type":"article","venue":"Journal of Orthopaedic Research®","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Binghamton University; Hospital for Special Surgery","keywords":"Elbow; Structural engineering; Materials science; Forensic engineering; Engineering; Medicine; Anatomy","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":[0.002304033,0.0002376044,0.0005626517,0.0007200085,0.000421472,0.0001205088,0.0002029334,0.00009543859,0.0006549082],"category_scores_gemma":[0.000584213,0.0001659111,0.000163169,0.001057777,0.0003564937,0.0002030618,0.00009954567,0.001116304,0.0001586867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000645609,"about_ca_system_score_gemma":0.0004403907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005680396,"about_ca_topic_score_gemma":0.0000608785,"domain_scores_codex":[0.9961447,0.0001742717,0.0006713637,0.0003526882,0.001944392,0.0007126041],"domain_scores_gemma":[0.9966213,0.0003107104,0.0002624494,0.0004909372,0.001462918,0.000851693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1051698,0.006175022,0.6560653,0.0003473803,0.004225996,0.01388926,0.01018037,0.0001483392,0.1243185,0.01071216,0.06565373,0.003114129],"study_design_scores_gemma":[0.01571631,0.03855631,0.8996905,0.002869995,0.0003260685,0.001806557,0.001518024,0.0001897231,0.02934506,0.0003551398,0.009216715,0.0004095983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788696,0.00004503955,0.0002104175,0.00226298,0.0001925258,0.0006407879,0.00001046124,0.0000373884,0.01773085],"genre_scores_gemma":[0.9915447,0.00002362378,0.001825142,0.0002391272,0.0008984579,0.00001256923,0.000020823,0.00004592771,0.005389629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2436252,"threshold_uncertainty_score":0.7170786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0846000250709207,"score_gpt":0.3693907472704773,"score_spread":0.2847907221995566,"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."}}