{"id":"W2951072967","doi":"10.5435/jaaos-d-18-00102","title":"Technical Considerations and Fluoroscopy in Percutaneous Fixation of the Pelvis and Acetabulum","year":2019,"lang":"en","type":"review","venue":"Journal of the American Academy of Orthopaedic Surgeons","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Acetabulum; Fluoroscopy; Pelvis; Percutaneous; Radiology; Dissection (medical); Surgery; Fixation (population genetics); Radiography; Medical physics; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009697668,0.0002702017,0.00233116,0.0003069681,0.00007403505,0.00001162398,0.0002264001,0.0002039934,0.0000318785],"category_scores_gemma":[0.001578433,0.0001418317,0.0007125329,0.000531896,0.001403381,0.00006985797,0.0001891961,0.001363999,7.472878e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006340833,"about_ca_system_score_gemma":0.0006781697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003752474,"about_ca_topic_score_gemma":0.000009062942,"domain_scores_codex":[0.9971763,0.0004118212,0.00147017,0.0001946379,0.0005407361,0.0002062577],"domain_scores_gemma":[0.9953948,0.001017567,0.003129014,0.0002578533,0.00009102576,0.0001097266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004646322,0.0006098998,0.1281084,0.01631416,0.001573737,0.000118994,0.0008800374,0.00001408697,0.002651925,0.0008811117,0.01154518,0.8368379],"study_design_scores_gemma":[0.00173589,0.0008383076,0.115478,0.04432805,0.009983731,0.03726514,0.0006563572,0.00003006866,0.0001880778,0.0004549536,0.7883409,0.0007005163],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05909159,0.9358213,0.000006810772,0.00406635,0.0001742199,0.000661119,0.00005369827,0.000005657251,0.0001192865],"genre_scores_gemma":[0.09827589,0.900652,0.0004793981,0.0003343764,0.00007562849,0.000003746801,0.00000122563,0.0000267378,0.0001510335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8361374,"threshold_uncertainty_score":0.5925971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0344235526366593,"score_gpt":0.341194408954923,"score_spread":0.3067708563182637,"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."}}