{"id":"W4304806521","doi":"10.52965/001c.38613","title":"Subtrochanteric femoral fractures: A case series of 194 patients treated with long and short intramedullary nails","year":2022,"lang":"en","type":"article","venue":"Orthopedic Reviews","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation; Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Intramedullary rod; Surgery; Pseudarthrosis; Osteosynthesis; Fixation (population genetics); Radiography; Group B; Implant failure; Implant; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002493652,0.0006228586,0.0006406588,0.001555542,0.001263192,0.0005249422,0.0005237093,0.0009088789,0.002838592],"category_scores_gemma":[0.001274306,0.000813593,0.0005089966,0.001083517,0.0007579001,0.000474583,0.0006849646,0.0005417626,0.0005342856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005133944,"about_ca_system_score_gemma":0.0004931566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001863245,"about_ca_topic_score_gemma":0.003095957,"domain_scores_codex":[0.9995123,0.00004505915,0.00007422892,0.0001163328,0.000122531,0.000129585],"domain_scores_gemma":[0.9992761,0.0001248636,0.0003164627,0.00005928164,0.00004043454,0.0001829315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002234821,0.0001946076,0.9339658,0.00004817051,0.00005741202,0.05849431,0.000642125,0.0000598395,0.0009154095,0.0000530008,0.0002491587,0.00509669],"study_design_scores_gemma":[0.00005864682,0.001198614,0.6329948,0.00004807508,0.00007642913,0.3608929,0.002644118,0.0002269285,0.000526685,0.000161259,0.001131401,0.00004007697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988882,0.000461926,0.0001607836,0.00003995314,0.00001039812,0.00001823586,0.00006182388,0.000004483605,0.0003542727],"genre_scores_gemma":[0.9991817,0.0002390823,0.0001294772,0.00004076431,0.00002714486,0.00001173852,0.0001061312,0.000003115492,0.0002608591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002838592,"threshold_uncertainty_score":0.009495974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684981583458078,"score_gpt":0.2759391729216372,"score_spread":0.2590893570870564,"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."}}