{"id":"W4316190267","doi":"10.7759/cureus.33776","title":"Management of Femoral Shaft Fractures: The Significance of Traction or Operative Position","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Bone fractures and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Medicine; Perioperative; Intramedullary rod; Surgery; Traction (geology); Fluoroscopy; Supine position; Femoral fracture; Femoral shaft; Femur","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":[0.000792663,0.0002271096,0.000341718,0.0007234138,0.0003556559,0.0006101572,0.0003937238,0.0003116846,0.002102497],"category_scores_gemma":[0.005843525,0.0001169811,0.000309233,0.0008359568,0.0005302717,0.000505663,0.000427755,0.0003282799,0.0001834673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003607456,"about_ca_system_score_gemma":0.0005285607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008809835,"about_ca_topic_score_gemma":0.001685207,"domain_scores_codex":[0.9992287,0.0001815472,0.0001482931,0.00009372248,0.0002365698,0.0001111866],"domain_scores_gemma":[0.9957432,0.001130924,0.002552801,0.0001031034,0.0002787032,0.0001912205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005363252,0.0000453234,0.9729052,0.00008758462,0.00003800946,0.0007038972,0.00007671514,0.00004826077,0.0004633701,0.00005553298,0.00008395271,0.02495602],"study_design_scores_gemma":[0.00002820176,0.0007519565,0.9871509,0.0001935302,0.0001014498,0.009254883,0.0008475984,0.0004995371,0.0004106884,0.0002099625,0.000540618,0.00001062114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948089,0.00354311,0.0003339382,0.0001851676,0.00003229591,0.000020636,0.00007374806,0.000002564582,0.0009995745],"genre_scores_gemma":[0.9985378,0.001024887,0.0002271962,0.00003120394,0.00005524639,0.000006615214,0.00004837305,0.000001135312,0.00006758756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002102497,"threshold_uncertainty_score":0.007033527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140183090372514,"score_gpt":0.3598847493075161,"score_spread":0.328482918403791,"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."}}