{"id":"W2336691682","doi":"10.3928/01477447-20150603-53","title":"Reversed Contralateral LISS Plate for Vancouver B1 Periprosthetic Femoral Shaft Fractures","year":2015,"lang":"en","type":"article","venue":"Orthopedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Surgery; Implant; Femur; Intramedullary rod; Radiography; Fixation (population genetics); Malunion; Implant failure; Prosthesis; Femoral fracture; Deep vein; Arthroplasty; Thrombosis","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":[0.0003183237,0.0002663072,0.0004483638,0.0000784766,0.000130232,0.00004251546,0.0000788896,0.000177699,0.0003114867],"category_scores_gemma":[0.0001943101,0.0001989155,0.0001829328,0.00009549023,0.0001308135,0.0001683691,0.00004421849,0.0002692892,0.00004558958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005032749,"about_ca_system_score_gemma":0.0002325813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002499014,"about_ca_topic_score_gemma":0.00009605924,"domain_scores_codex":[0.9983394,0.00002917776,0.0003518451,0.0003520091,0.0003991443,0.000528427],"domain_scores_gemma":[0.9988322,0.00004972118,0.0001200728,0.0003156977,0.0001733634,0.0005089136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004156349,0.000525283,0.3315525,0.0002980821,0.0002576214,0.001080101,0.002476692,0.0001135687,0.000357211,0.0003981751,0.5675239,0.09126055],"study_design_scores_gemma":[0.009069675,0.001104947,0.01757719,0.0001221082,0.0002048817,0.0003228062,0.0003222231,0.001929555,0.0001665357,0.0001300129,0.9686738,0.0003762163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865332,0.0003452992,0.001595541,0.00126421,0.003134849,0.001183329,0.0001856744,0.0001981258,0.005559806],"genre_scores_gemma":[0.971664,0.00004916769,0.004671408,0.003512023,0.001153094,0.00004030576,0.0001624644,0.00006808543,0.0186795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.40115,"threshold_uncertainty_score":0.8111539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03137199066556746,"score_gpt":0.3052073014078307,"score_spread":0.2738353107422632,"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."}}