{"id":"W3120688084","doi":"10.1302/2058-5241.6.200050","title":"Periprosthetic hip fractures: an update into their management and clinical outcomes","year":2021,"lang":"en","type":"review","venue":"EFORT Open Reviews","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Arthroplasty; Surgery","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002168388,0.0007408459,0.005866383,0.00009950466,0.0001831017,0.0002430215,0.0005257483,0.0003063537,0.001257604],"category_scores_gemma":[0.0001121959,0.0003790538,0.001106684,0.0001904588,0.0001416625,0.0001816148,0.0009217394,0.0007329946,0.0003152094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005171334,"about_ca_system_score_gemma":0.0001971619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000195484,"about_ca_topic_score_gemma":0.00003576135,"domain_scores_codex":[0.9956967,0.0006153802,0.001982253,0.001054067,0.000260338,0.0003912522],"domain_scores_gemma":[0.9972653,0.00009119832,0.0006710609,0.001492833,0.00003810919,0.0004414692],"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":[0.000006206273,0.0001750631,0.001046716,0.01202076,0.0004002653,0.0002476993,0.00004572924,1.879819e-9,1.658639e-9,0.0001115886,0.004964046,0.9809819],"study_design_scores_gemma":[0.0005653627,0.0001953419,0.0009028711,0.02572207,0.002070269,0.0005077407,0.00004440214,4.279815e-7,1.876932e-8,0.0000141403,0.9695686,0.0004087251],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004241085,0.990648,0.00001420157,0.0001615177,0.0006410291,0.005852282,0.00003403994,0.00002752627,0.002578948],"genre_scores_gemma":[0.000003466745,0.9891577,0.002727732,0.002591977,0.0003132544,0.0003344842,0.0007793315,0.00009036168,0.004001715],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9805732,"threshold_uncertainty_score":0.9998661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1204640249633601,"score_gpt":0.4628578720985584,"score_spread":0.3423938471351983,"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."}}