{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002690696,0.0002925576,0.0004660115,0.00003787683,0.00006395368,0.00003446641,0.00007694404,0.0001679694,0.0001413249],"category_scores_gemma":[0.00008604143,0.0001826713,0.0000675422,0.000265937,0.00004674549,0.0001530506,0.00002607466,0.0005174793,0.00002734498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001665976,"about_ca_system_score_gemma":0.000117853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005807444,"about_ca_topic_score_gemma":0.0001540736,"domain_scores_codex":[0.9984149,0.00003686864,0.0001771598,0.000411879,0.0005276676,0.000431489],"domain_scores_gemma":[0.9990555,0.00004830709,0.0001735818,0.0002465396,0.0001331338,0.000342918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002225614,0.001409539,0.9880499,0.00002061498,0.0003347957,0.000122727,0.004650271,0.00005788978,0.00001493764,0.000004571897,0.002189709,0.0009194652],"study_design_scores_gemma":[0.008843605,0.003574095,0.9828407,0.0001707275,0.0001884517,0.000001022333,0.00005129641,0.0001164934,0.0002496064,0.00002473215,0.003721832,0.0002174362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967797,0.0001074473,0.00005214793,0.00189532,0.00003916311,0.0005674717,0.00008500057,0.00007471436,0.0003990179],"genre_scores_gemma":[0.9928627,0.000007095347,0.000132869,0.006301393,0.0001913093,0.00001098154,0.0003815291,0.00005581652,0.00005627621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006617991,"threshold_uncertainty_score":0.7449121,"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."}}