{"id":"W2884316895","doi":"10.1016/j.hcl.2018.03.006","title":"Comparative Outcomes of Dupuytren Disease Treatment","year":2018,"lang":"en","type":"review","venue":"Hand Clinics","topic":"Dupuytren's Contracture and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Context (archaeology); Disease; Dupuytren's contracture; Physical therapy; MEDLINE; Intensive care medicine; Surgery; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.00008147978,0.0005807888,0.003956364,0.0001276191,0.00006543813,0.00002082633,0.0001179885,0.0002613394,0.0002188526],"category_scores_gemma":[0.00006818242,0.0003202341,0.001418857,0.0001333823,0.0001953405,0.00003526619,0.00003824957,0.0001557878,0.0004194039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253801,"about_ca_system_score_gemma":0.0006152245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001239314,"about_ca_topic_score_gemma":0.00001885912,"domain_scores_codex":[0.9980145,0.00009717658,0.0009154248,0.0004664619,0.0002493674,0.0002571165],"domain_scores_gemma":[0.9977149,0.0004778069,0.0006035298,0.0007628401,0.00009811045,0.000342801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002147598,0.002400884,0.003062441,0.004398564,0.006442568,0.0002409645,0.0002808639,4.440864e-8,2.444735e-8,0.00005536075,0.001495654,0.9814079],"study_design_scores_gemma":[0.002079277,0.0009736574,0.001086006,0.00494676,0.01628124,0.000009604411,0.00001222876,0.000001330278,0.000003100484,0.00004007673,0.9743383,0.0002284266],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003527058,0.9948548,0.000004196831,0.00003655656,0.0003767941,0.001191018,0.0004062727,0.00003031064,0.002747351],"genre_scores_gemma":[0.0008852526,0.988227,0.0001059956,0.00007387051,0.0002524272,0.0001092768,0.0009186455,0.00004355202,0.009384027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9811794,"threshold_uncertainty_score":0.999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1644155443520748,"score_gpt":0.4766055355054241,"score_spread":0.3121899911533493,"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."}}