{"id":"W2115330044","doi":"10.1177/1071100715577789","title":"Nonunion Risk Assessment in Foot and Ankle Surgery","year":2015,"lang":"en","type":"article","venue":"Foot & Ankle International","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Abbotsford Veterinary Clinic","funders":"","keywords":"Nonunion; Medicine; Logistic regression; Ankle; Risk factor; Surgery; Internal medicine","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":[0.001058534,0.000159,0.0002988874,0.0003699854,0.00003795533,0.00005201459,0.00008721137,0.00009508733,0.0002290132],"category_scores_gemma":[0.0005127194,0.0001477062,0.0001033602,0.0001794114,0.00007060818,0.0002114317,0.00009685898,0.0003048794,0.00004550304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906306,"about_ca_system_score_gemma":0.0002878722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004043194,"about_ca_topic_score_gemma":0.0001631126,"domain_scores_codex":[0.9984748,0.00008398503,0.0003781884,0.0003007436,0.0005173082,0.0002449739],"domain_scores_gemma":[0.9989948,0.0002813069,0.000124985,0.0001747682,0.0002194411,0.0002047067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001977429,0.0002809848,0.9606084,0.00001866826,0.00006918197,0.0001259769,0.0001350213,0.00001075863,0.0002418304,0.0007964851,0.01495903,0.02255594],"study_design_scores_gemma":[0.001744404,0.0001606954,0.8989146,0.0001807773,0.00002973692,0.0001248579,0.0002278007,0.002820024,0.0003871313,0.001668766,0.09350058,0.0002406481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975633,0.0003105784,0.0002291358,0.003414672,0.00151231,0.0001804368,0.00002689778,0.00005968341,0.01863323],"genre_scores_gemma":[0.9967747,0.000156778,0.0006022382,0.0003495533,0.0005986637,0.00002731805,0.000143914,0.00002203088,0.001324831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07854155,"threshold_uncertainty_score":0.6023284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04144914838017011,"score_gpt":0.3165666213781874,"score_spread":0.2751174729980173,"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."}}