{"id":"W2108405770","doi":"10.1177/230949900801600108","title":"Association of Intra-Operative Metaphyseal Fractures with Prosthesis Size during Hemiarthroplasty of the Hip","year":2008,"lang":"en","type":"article","venue":"Journal of orthopaedic surgery","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Sheffield","keywords":"Medicine; Periprosthetic; Surgery; Prosthesis; Harris Hip Score; Radiography; Femoral neck; Visual analogue scale; Dentistry; Arthroplasty; Osteoporosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007991458,0.0001514013,0.0007279803,0.0001534533,0.00009492158,0.000005012343,0.00007248134,0.0001179705,0.0001917385],"category_scores_gemma":[0.002209678,0.00007833949,0.0005210055,0.0003350653,0.0001541901,0.0001542732,0.00001602077,0.0004615258,7.025836e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008226788,"about_ca_system_score_gemma":0.0005949489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000121246,"about_ca_topic_score_gemma":0.000007912757,"domain_scores_codex":[0.9978402,0.0001739495,0.0007521493,0.0001025123,0.0009405736,0.0001906219],"domain_scores_gemma":[0.9962948,0.00134395,0.001485554,0.0001715074,0.0005975997,0.0001066036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001147038,0.0002111724,0.9795246,0.0001098807,0.0006547487,0.0001530801,0.001287078,0.00005276792,0.01327719,0.000001123853,0.002426698,0.001154642],"study_design_scores_gemma":[0.0008937022,0.0001533129,0.8468257,0.0003441696,0.0002654456,0.0004867434,0.000216006,0.00000176077,0.1502168,0.000007080688,0.0005173584,0.00007198371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975186,0.0006468736,0.00001808761,0.001233548,0.0002397278,0.0001411089,0.000006168471,0.000006224059,0.0001896413],"genre_scores_gemma":[0.9985896,0.0003607151,0.0002021054,0.0002006498,0.0003428285,0.000002337026,8.186739e-7,0.00001782531,0.000283059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1369396,"threshold_uncertainty_score":0.3194591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003521325988535,"score_gpt":0.2394602797732505,"score_spread":0.2294250665133652,"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."}}