{"id":"W4415439324","doi":"10.1302/1358-992x.2025.10.046","title":"HIGH LEVELS OF DYSFUNCTION AND IMPAIRED QUALITY OF LIFE IN PATIENTS PRESENTING WITH A NONUNION OR BONE DEFECT SCHEDULED TO UNDERGO A BONE GRAFTING PROCEDURE","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Nonunion; Quality of life (healthcare); Bone grafting; Randomized controlled trial; Osteoporosis; Logistic regression","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":[0.001475261,0.0002277871,0.0009797534,0.0002675489,0.0003498193,0.0005539953,0.0001730062,0.0004723927,0.001560534],"category_scores_gemma":[0.002271642,0.0002450151,0.0009964211,0.0003664447,0.0002872956,0.0002906554,0.0002785226,0.0007627774,0.00009626521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378003,"about_ca_system_score_gemma":0.0004755899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003533268,"about_ca_topic_score_gemma":0.0008617136,"domain_scores_codex":[0.999139,0.0004840644,0.00008748133,0.00006968238,0.0001110076,0.0001088906],"domain_scores_gemma":[0.998591,0.0005013672,0.0005603021,0.000050934,0.00004617347,0.0002501869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08758424,0.006817502,0.8606382,0.0006513605,0.001584772,0.0002962071,0.0002274561,0.0003448547,0.002495889,0.00008420799,0.0005155822,0.03875977],"study_design_scores_gemma":[0.01630073,0.09042184,0.8894905,0.0001121656,0.0008516948,0.0006476459,0.0002650053,0.0005423572,0.0005239162,0.0001271344,0.0006889852,0.00002803535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987695,0.0008848884,0.00004709513,0.00005336409,0.00001682128,0.00005163147,0.00004855678,0.000001317459,0.0001269303],"genre_scores_gemma":[0.9991677,0.00032505,0.0001081935,0.00009710519,0.00003777032,0.00009068522,0.00009631975,4.075366e-7,0.00007679756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001560534,"threshold_uncertainty_score":0.00780201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281850646818041,"score_gpt":0.2886670669940353,"score_spread":0.2658485605258549,"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."}}