{"id":"W2589764312","doi":"10.1177/2309499017692703","title":"Perceived risk factors for nonunion following foot and ankle arthrodesis","year":2017,"lang":"en","type":"article","venue":"Journal of orthopaedic surgery","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Nonunion; Arthrodesis; Ankle; Foot (prosody); Surgery; Physical therapy; Foot and ankle surgery; Orthopedic surgery","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":[0.001519369,0.000231178,0.0002370747,0.0006016524,0.0002800361,0.0003923287,0.000192671,0.0003734309,0.004105895],"category_scores_gemma":[0.009942781,0.0001040953,0.0002302879,0.0003301118,0.0002821282,0.0002619372,0.0003264791,0.0005331717,0.0002051508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021901,"about_ca_system_score_gemma":0.0003540951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155002,"about_ca_topic_score_gemma":0.002071554,"domain_scores_codex":[0.9988188,0.0004455519,0.0001443587,0.00006068185,0.0004189708,0.000111555],"domain_scores_gemma":[0.9878939,0.003674784,0.005855743,0.0001522444,0.0007845697,0.001638893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006320491,0.0001514763,0.9941227,0.00006475717,0.00003204548,0.0001100397,0.0003751133,0.00003717929,0.0001186086,0.00001278334,0.0001662711,0.004745869],"study_design_scores_gemma":[0.00001010146,0.00048698,0.9970913,0.00005888366,0.000026561,0.000758071,0.0009691222,0.0001476106,0.00006169001,0.00003748743,0.000343318,0.000008960171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981387,0.0005428588,0.000118713,0.000244761,0.00001452001,0.00001972568,0.00005991187,0.000003280695,0.0008575291],"genre_scores_gemma":[0.9993485,0.0002598974,0.0001376897,0.00005278267,0.00001926765,0.000008624871,0.00004977999,6.727855e-7,0.0001227134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004105895,"threshold_uncertainty_score":0.01373559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04187658744330534,"score_gpt":0.2928316701640022,"score_spread":0.2509550827206969,"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."}}