{"id":"W3046167797","doi":"10.1302/2058-5241.5.190086","title":"Periprosthetic fractures of the proximal femur: beyond the Vancouver classification","year":2020,"lang":"en","type":"review","venue":"EFORT Open Reviews","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Internal fixation; Surgery; Reduction (mathematics); Femur; Fixation (population genetics); Radiography; Arthroplasty; Mathematics","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":[0.0007472475,0.0006944726,0.001176729,0.005043538,0.0003517832,0.001342834,0.0007869709,0.001037834,0.002915426],"category_scores_gemma":[0.001818215,0.0002445345,0.0005680099,0.003668087,0.0006950685,0.001381113,0.0006638444,0.001343368,0.001569146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006929173,"about_ca_system_score_gemma":0.001963093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00422078,"about_ca_topic_score_gemma":0.005851522,"domain_scores_codex":[0.9995354,0.00006861082,0.00009440765,0.00005673307,0.0002081328,0.00003675549],"domain_scores_gemma":[0.999221,0.0003047758,0.0001539443,0.00002011288,0.0002469743,0.0000532935],"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":[0.00003967338,0.0000295857,0.0006225164,0.01036713,0.00004918314,0.000228814,0.00007538858,0.0001332072,0.0003629749,0.002070434,0.01525367,0.9707674],"study_design_scores_gemma":[0.00002036617,0.0001383014,0.005610824,0.02494946,0.000201503,0.01069977,0.0002944967,0.0001304718,0.0002220628,0.003729515,0.9539661,0.00003708445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000107481,0.9987535,0.00007091373,0.0001954204,0.0001273197,0.00000255071,0.000007142415,0.000003631193,0.0007320103],"genre_scores_gemma":[0.0014154,0.9974374,0.0002048631,0.000204559,0.0002482026,0.000003561395,0.0000276364,0.00000196426,0.0004564292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005043538,"threshold_uncertainty_score":0.009753048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08405594561774515,"score_gpt":0.3809065235704622,"score_spread":0.2968505779527171,"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."}}