{"id":"W3147454976","doi":"10.3390/jpm11040283","title":"Custom Made Monoflange Acetabular Components for the Treatment of Paprosky Type III Defects","year":2021,"lang":"en","type":"article","venue":"Journal of Personalized Medicine","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Surgery; Harris Hip Score; Radiography; Fixation (population genetics); Implant; Retrospective cohort study; Osteolysis; Arthroplasty; Population","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":[0.000339838,0.0001719626,0.0007574284,0.00008941541,0.00008946786,0.000005274478,0.00006996593,0.00006887348,0.0006054165],"category_scores_gemma":[0.0002014987,0.00008515635,0.0002915946,0.0001659832,0.0001999341,0.00004179473,0.00001108336,0.0001383184,0.000003504533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007378418,"about_ca_system_score_gemma":0.0002326699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000163966,"about_ca_topic_score_gemma":0.000004040876,"domain_scores_codex":[0.9985503,0.00005028146,0.0005331821,0.0001337611,0.0005087287,0.0002237509],"domain_scores_gemma":[0.9983964,0.0003255672,0.0003953538,0.0002009311,0.0004862219,0.000195558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02357496,0.005408172,0.05081495,0.001316474,0.007158273,0.004731077,0.02195596,0.00003650088,0.6624274,0.001847284,0.05452982,0.1661992],"study_design_scores_gemma":[0.03405631,0.007037775,0.02275148,0.0008712669,0.002569914,0.003328672,0.002372534,0.0002371903,0.008072952,0.00004750074,0.9185102,0.0001441874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542547,0.03764392,0.0005667008,0.005635579,0.001218162,0.0004230579,0.00001832633,0.000008297119,0.0002312957],"genre_scores_gemma":[0.9753032,0.01504661,0.001166767,0.001052555,0.002166264,0.00000909205,0.00004139079,0.00003474223,0.005179362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8639804,"threshold_uncertainty_score":0.6628887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05172056169313687,"score_gpt":0.3177020512300573,"score_spread":0.2659814895369204,"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."}}