{"id":"W2933745850","doi":"10.1097/prs.0000000000005444","title":"Discussion: Collagenase Clostridium Histolyticum for Dupuytren Contracture: Comparing Single and Concurrent Injections","year":2019,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Dupuytren's Contracture and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dupuytren's contracture; Division (mathematics); Collagenase; SAINT; Contracture; Surgery; Medicine; General surgery; Art; Art history; Biology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001594893,0.0008703323,0.002151453,0.000585433,0.0002546261,0.0001215153,0.0001000539,0.0008844303,0.0002255553],"category_scores_gemma":[0.001283502,0.0006013357,0.0006117199,0.000205761,0.0003988621,0.0001876475,0.00006804126,0.001280691,0.00005694231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005749576,"about_ca_system_score_gemma":0.000661324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003051363,"about_ca_topic_score_gemma":0.00002799313,"domain_scores_codex":[0.9966579,0.0001178667,0.0008797573,0.0010893,0.0004246164,0.000830573],"domain_scores_gemma":[0.9901409,0.008141714,0.0006839846,0.0004757629,0.0003072335,0.0002504577],"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":[0.0007260416,0.0003413355,0.02943747,0.001122595,0.002193433,0.0008539591,0.0001352007,0.000002048528,0.0002326297,0.00001574905,0.9409603,0.02397919],"study_design_scores_gemma":[0.005848541,0.0005598683,0.006753827,0.002369639,0.004485755,0.002719185,0.0001490258,0.0001845978,0.001648718,0.0001568894,0.9737126,0.001411321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4139449,0.0130041,0.005570174,0.4150442,0.1117943,0.01828837,0.00992421,0.001334789,0.01109497],"genre_scores_gemma":[0.9390036,0.0001331012,0.0004107159,0.04067395,0.006842839,0.0004641022,0.005119853,0.0002884069,0.007063428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5250587,"threshold_uncertainty_score":0.9996438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03310745983823925,"score_gpt":0.2549748381849413,"score_spread":0.221867378346702,"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."}}