{"id":"W3015487776","doi":"10.7759/cureus.7649","title":"Nonunion in Patients with Tibial Shaft Fractures: Is Early Physical Status Associated with Fracture Healing?","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Bone fractures and treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Nonunion; Intramedullary rod; Surgery; Bone healing; Randomized controlled trial","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":[0.001668909,0.0002374353,0.000538904,0.000663604,0.0003346574,0.0005949833,0.0004219078,0.0007409157,0.001554562],"category_scores_gemma":[0.006893208,0.0002124502,0.0006702975,0.001058141,0.000536305,0.000444967,0.0004157937,0.0007834657,0.0001177124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002190163,"about_ca_system_score_gemma":0.0004753749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057508,"about_ca_topic_score_gemma":0.001616637,"domain_scores_codex":[0.9989696,0.000471054,0.0001420764,0.0001330349,0.0001614682,0.0001228199],"domain_scores_gemma":[0.9933942,0.001764504,0.003847779,0.0001522688,0.0002546139,0.0005866296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007068947,0.00009971404,0.9969077,0.00004795885,0.00008855954,0.00004290893,0.00002712356,0.00002264945,0.00006140188,0.000009426309,0.00002903258,0.00195678],"study_design_scores_gemma":[0.0001296575,0.0008965669,0.9978387,0.00003204372,0.0001549198,0.0003837619,0.0001413234,0.0001994154,0.00005053477,0.00006341637,0.000102608,0.000007122798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983815,0.001107932,0.00008973644,0.0001531639,0.00001107961,0.00001637386,0.00009682652,0.000001370008,0.0001419369],"genre_scores_gemma":[0.9993686,0.0002888315,0.0001058782,0.00004349157,0.00003742745,0.00001770198,0.00009521264,4.905279e-7,0.00004238321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001668909,"threshold_uncertainty_score":0.008826196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009174217324595094,"score_gpt":0.2594984693764906,"score_spread":0.2503242520518955,"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."}}