{"id":"W4415430082","doi":"10.1302/1358-992x.2025.10.072","title":"HIP DYSPLASIA: RISK FACTORS AND THEIR ASSOCIATED DIAGNOSTIC SEVERITY","year":2025,"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":"University of British Columbia Hospital","funders":"","keywords":"Logistic regression; Prospective cohort study; Severity of illness; Risk factor; Acetabulum; Hip dysplasia; Dysplasia; Femoral head","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":[0.0001770542,0.0002535824,0.0003766275,0.000142363,0.0002117461,0.00003851872,0.00006042357,0.0001658933,0.00004077233],"category_scores_gemma":[0.001969913,0.000176159,0.0001106229,0.0004039632,0.000102096,0.0001112398,0.00006420596,0.0002904602,0.00001121953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009014351,"about_ca_system_score_gemma":0.00008299861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001596346,"about_ca_topic_score_gemma":0.00002352302,"domain_scores_codex":[0.9989414,0.0000104422,0.000212689,0.0003557929,0.0001622404,0.0003173938],"domain_scores_gemma":[0.9992774,0.0002332978,0.0001064695,0.00009005264,0.000125252,0.0001675392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000366273,0.0002464041,0.9879008,0.00008158481,0.0002806756,0.00001119356,0.0006175957,2.528866e-8,0.00005635267,0.0001225836,0.002059717,0.00858646],"study_design_scores_gemma":[0.002401543,0.0002168413,0.9907319,0.0002570354,0.0003818185,0.00001244466,0.0008451045,0.00008472013,0.0004202638,0.00108669,0.003409812,0.0001518198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864672,0.0006296444,0.00002194919,0.0006837937,0.0001271252,0.0004669055,0.00002980081,0.0001677644,0.01140582],"genre_scores_gemma":[0.997445,0.0008420394,0.0000383105,0.0002699847,0.00002892577,0.00004141508,0.00003165988,0.00002004599,0.001282549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01097787,"threshold_uncertainty_score":0.7183555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008016525847891854,"score_gpt":0.2379730423270552,"score_spread":0.2299565164791633,"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."}}