{"id":"W4385276184","doi":"10.1302/1358-992x.2023.8.093","title":"FINITE ELEMENT ANALYSIS OF THE IMPINGING HIP: SUBJECT-SPECIFIC MODELS TO ASSESS THE RISK OF OSTEOARTHRITIC DEGENERATION","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Hip disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Carleton University","funders":"","keywords":"Labrum; Osteoarthritis; Femur; Biomechanics; Cartilage; Medicine; Orthodontics; Population; Acetabulum; Biomedical engineering; Pelvis; Materials science; Anatomy; Surgery; Arthroscopy","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":[0.0006052771,0.000151981,0.0003503019,0.0003877319,0.0001815108,0.00002205929,0.0001516352,0.00005251809,0.00003267961],"category_scores_gemma":[0.0001663248,0.00008891714,0.0003268333,0.003033129,0.00006262773,0.00008802887,0.00008707654,0.0001287929,0.000008522081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004817251,"about_ca_system_score_gemma":0.00007923652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000571309,"about_ca_topic_score_gemma":0.00007533099,"domain_scores_codex":[0.9984871,0.0000230986,0.0004195855,0.0002648218,0.0005420164,0.0002634446],"domain_scores_gemma":[0.9990579,0.0001180917,0.0002318737,0.0002406169,0.0002733855,0.00007815288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001587542,0.0002294952,0.9466973,0.0001940156,0.001767874,0.000005506652,0.00791468,0.009986509,0.01069041,0.002963514,0.001078078,0.01831386],"study_design_scores_gemma":[0.006134715,0.001331096,0.6723917,0.001024963,0.01289129,0.00001431499,0.0126702,0.2470256,0.0409953,0.002325919,0.002506902,0.0006880982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959148,0.0003217366,0.001237036,0.0007085872,0.00008357297,0.000641232,0.00003568874,0.00004410616,0.001013243],"genre_scores_gemma":[0.998871,0.0004249304,0.000169106,0.0001188597,0.00004858863,0.00009353313,0.00003024532,0.00002014753,0.0002235975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2743057,"threshold_uncertainty_score":0.3625936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03870542072527755,"score_gpt":0.275366296851379,"score_spread":0.2366608761261015,"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."}}