{"id":"W4415438970","doi":"10.1302/1358-992x.2025.10.103","title":"STATISTICAL SHAPE MODELLING TO COMPARE SPINOPELVIC STRUCTURES WITH HIP IMPINGEMENT AND DYSPLASIA","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":"Western University","funders":"","keywords":"Cadaveric spasm; Acetabulum; Hip dysplasia; Cadaver; Sacrum; Dysplasia; Femoral head; Radiography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005267187,0.0008001049,0.001113443,0.003810669,0.000504124,0.001925024,0.001189007,0.001186394,0.002260411],"category_scores_gemma":[0.0150856,0.0005780336,0.002656928,0.002657892,0.0007739289,0.0006635443,0.001230507,0.0008466828,0.0008319804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007191261,"about_ca_system_score_gemma":0.0009819326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005075527,"about_ca_topic_score_gemma":0.004795276,"domain_scores_codex":[0.9982727,0.0007233852,0.0001552462,0.0003320259,0.0003735147,0.0001431032],"domain_scores_gemma":[0.9920368,0.005558208,0.0008388982,0.0006516632,0.0006785867,0.0002357688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002790224,0.0005000717,0.4095384,0.0003838837,0.001145839,0.0005688074,0.0007539021,0.3579372,0.01783843,0.002645854,0.002576481,0.2033209],"study_design_scores_gemma":[0.00003077125,0.0003393547,0.0673469,0.00003358753,0.000108784,0.0004759988,0.0002632608,0.9271801,0.001496168,0.001669799,0.000998741,0.00005665413],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7923481,0.0008121539,0.2004982,0.0003627279,0.00009780955,0.0003779286,0.002258911,0.001300644,0.001943458],"genre_scores_gemma":[0.9697805,0.0001674161,0.02680747,0.00005953507,0.00002730468,0.000262663,0.002061363,0.0001512625,0.0006824646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005267187,"threshold_uncertainty_score":0.02785587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420204724684463,"score_gpt":0.2751810711096138,"score_spread":0.2609790238627692,"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."}}