{"id":"W4416207473","doi":"10.1302/1358-992x.2025.13.066","title":"DOES REPLICATION OF NATIVE ACETABULAR ANATOMY SATISFY HIP-SPINE ALGORITHM PLANS FOR CUP ORIENTATION?","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Radiography; Orientation (vector space); Lumbar; Replication (statistics); Adverse effect; Lumbar vertebrae","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":[0.001221886,0.0001810455,0.0002325604,0.0002308168,0.0001360863,0.0005638952,0.0002224248,0.0002119504,0.001119837],"category_scores_gemma":[0.009215524,0.0001551588,0.0002490453,0.0002004939,0.0002485851,0.0002646657,0.000267737,0.0001246915,0.0004142427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491766,"about_ca_system_score_gemma":0.0004395967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007565705,"about_ca_topic_score_gemma":0.001256056,"domain_scores_codex":[0.9992786,0.0002494188,0.00009266401,0.0001042174,0.0002231186,0.00005202206],"domain_scores_gemma":[0.9972029,0.0009717077,0.0007877584,0.0005872389,0.0003171038,0.0001332698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007097446,0.00006953405,0.9174629,0.00009546355,0.00007639641,0.000419812,0.0004578834,0.004893249,0.009454899,0.0001390672,0.000217149,0.0660039],"study_design_scores_gemma":[0.00003519431,0.001041996,0.9772882,0.0000346378,0.00008911615,0.00385219,0.0008849153,0.009307236,0.005763056,0.0002537882,0.001426171,0.00002335995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952784,0.0001782105,0.003675859,0.00005141068,0.000009430139,0.00002251568,0.00009598096,0.00002848383,0.0006597376],"genre_scores_gemma":[0.9987004,0.00004109746,0.001085113,0.000008279053,0.000004616441,0.000004972591,0.00007891183,0.000007032421,0.00006957889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001221886,"threshold_uncertainty_score":0.006461978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008825273226724346,"score_gpt":0.2966705314200473,"score_spread":0.287845258193323,"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."}}