{"id":"W3146614097","doi":"10.1002/9781119413936.ch162","title":"Dupuytren's Disease","year":2021,"lang":"en","type":"other","venue":"Evidence-Based Orthopedics","topic":"Dupuytren's Contracture and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Fasciotomy; Medicine; Percutaneous; Hypodermic needle; Surgery; Internal medicine; Adverse effect","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001561626,0.0007240886,0.0009679024,0.000425787,0.00007585558,0.0000726162,0.0001989926,0.0004964689,0.0220204],"category_scores_gemma":[0.0006843993,0.0005841156,0.0005983867,0.0004237492,0.0001564416,0.00008368071,0.0000745167,0.0005581802,0.0005954079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547621,"about_ca_system_score_gemma":0.00196757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001657485,"about_ca_topic_score_gemma":0.0001579086,"domain_scores_codex":[0.9969085,0.0001257533,0.0004297093,0.0009602632,0.001010154,0.0005656061],"domain_scores_gemma":[0.9969023,0.0002482843,0.0003217322,0.001427412,0.000145092,0.0009551111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004703905,0.0008184554,0.08542483,0.0017156,0.0007438606,0.01376188,0.00002002693,0.000005051356,0.0000140231,0.000109651,0.8572112,0.03970503],"study_design_scores_gemma":[0.001963333,0.0002133927,0.009114491,0.01323793,0.00199034,0.00002370797,0.000006674932,0.00003253944,0.00004227125,0.00001341198,0.9728272,0.0005347268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008287006,0.2438519,0.0009895221,0.01492114,0.003590499,0.002984948,0.0004098704,0.001431521,0.7309918],"genre_scores_gemma":[0.01067383,0.006010848,0.001415739,0.006215086,0.002530333,0.0001403317,0.001641086,0.0008356713,0.9705371],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2395452,"threshold_uncertainty_score":0.999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04830032873179448,"score_gpt":0.3171649677583095,"score_spread":0.2688646390265151,"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."}}