{"id":"W6903211137","doi":"10.82189/spot.13","title":"Revision Arthroplasty in Vancouver B1 Periprosthetic Hip Fractures","year":2024,"lang":"en","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Osteosynthesis; Implant; Radiography; Arthroplasty; Hip arthroplasty; Complication; Total hip arthroplasty","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004512437,0.0004085207,0.0003652784,0.001286156,0.0006394369,0.0006140437,0.0004158996,0.0004528597,0.002281203],"category_scores_gemma":[0.002690992,0.0002312834,0.0003540308,0.001093583,0.0002443367,0.0002380081,0.0005200258,0.0004148224,0.0004058049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000347321,"about_ca_system_score_gemma":0.0006539941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003236146,"about_ca_topic_score_gemma":0.004015231,"domain_scores_codex":[0.9993665,0.0001114419,0.0001223212,0.00006708109,0.0002067485,0.0001259345],"domain_scores_gemma":[0.9980794,0.0002551494,0.001061341,0.00007207911,0.0002469516,0.000285086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002608648,0.00006366998,0.9622267,0.000197357,0.00005403566,0.01322972,0.0001852248,0.00005149838,0.001080252,0.00002306227,0.0004524749,0.02217497],"study_design_scores_gemma":[0.00002749184,0.0006101487,0.852113,0.0002277762,0.00007524209,0.1429235,0.000903046,0.000326656,0.0009848357,0.000115724,0.001675772,0.0000167639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942696,0.004007798,0.0003406014,0.00008052315,0.00002106751,0.00003963891,0.0001930186,0.00001381183,0.001033895],"genre_scores_gemma":[0.9980531,0.00128202,0.0001719187,0.00004821157,0.00003060311,0.00001281938,0.0001855575,0.00000246805,0.0002133735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003236146,"threshold_uncertainty_score":0.007631361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04372651911955485,"score_gpt":0.3825318957613936,"score_spread":0.3388053766418388,"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."}}