{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002690641,0.0006639352,0.0003650551,0.001557727,0.0002686395,0.0006316244,0.0005576515,0.0003439042,0.0009768598],"category_scores_gemma":[0.01035824,0.0001797959,0.0005563229,0.0008208695,0.000305321,0.0004698166,0.0007621062,0.0005623617,0.0002277256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003906245,"about_ca_system_score_gemma":0.001043862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190714,"about_ca_topic_score_gemma":0.003345604,"domain_scores_codex":[0.9982498,0.0006103892,0.0002080378,0.0001545183,0.000671567,0.0001057062],"domain_scores_gemma":[0.9947633,0.001873667,0.002393821,0.0001712752,0.0005827776,0.0002151701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001181284,0.0001089057,0.9639792,0.0000781761,0.00006535553,0.00005383177,0.00008602907,0.001197383,0.0001753693,0.00006350771,0.0002991126,0.03377491],"study_design_scores_gemma":[0.00003600919,0.001104724,0.9706816,0.0002135262,0.0001724292,0.001847583,0.0005410157,0.02224755,0.0007433765,0.001261277,0.001116565,0.00003442268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827371,0.001873757,0.01316471,0.0004270618,0.00003626482,0.000214579,0.0002536614,0.00007627375,0.001216591],"genre_scores_gemma":[0.9908106,0.0005234458,0.008019841,0.00004204159,0.00002568716,0.00008913234,0.000273912,0.000007520029,0.0002078902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002690641,"threshold_uncertainty_score":0.01422966,"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."}}