{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001963745,0.0002019291,0.0008177294,0.0003408244,0.0005157771,0.00009511683,0.00009144282,0.0001291651,0.00004730278],"category_scores_gemma":[0.005442538,0.0001510945,0.001247613,0.00006500781,0.0001184038,0.0004137752,0.00003795246,0.0002963629,0.000001852947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003959852,"about_ca_system_score_gemma":0.0002522369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003795576,"about_ca_topic_score_gemma":0.000009260481,"domain_scores_codex":[0.9983499,0.00006763769,0.0006623378,0.0001879078,0.0004077716,0.0003244302],"domain_scores_gemma":[0.9965732,0.001568068,0.000980961,0.0003225525,0.000227753,0.0003274552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003518853,0.00008166201,0.9554374,0.00007237265,0.0002792407,0.000215406,0.0001629962,8.887981e-7,0.001071863,0.000002962071,0.003692158,0.03863118],"study_design_scores_gemma":[0.001331955,0.0002112541,0.9873234,0.0005323873,0.0004139439,0.0001552767,0.000318347,0.00004690388,0.0004274229,0.00009299989,0.008971108,0.0001750143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951733,0.00107248,0.0002004854,0.0007457695,0.00240862,0.0001600679,0.000009497327,0.00001758018,0.0002122154],"genre_scores_gemma":[0.9969659,0.001205374,0.0004161854,0.00008905899,0.001016001,0.000003275411,0.00000620165,0.00003550979,0.0002625109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03845616,"threshold_uncertainty_score":0.6515619,"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."}}