{"id":"W2051852030","doi":"10.1097/sap.0b013e3181db7562","title":"An Ideal Method for Pressure Sore Reconstruction","year":2010,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Medicine; Surgery; Pressure sores; Wound dehiscence; Dehiscence; Negative-pressure wound therapy; Complication","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":[0.001307522,0.0001583734,0.0005565043,0.0002793015,0.00005956138,0.0000119827,0.00006216813,0.0001711052,0.0002088614],"category_scores_gemma":[0.002033089,0.0001419029,0.0005250156,0.0001373514,0.0001447334,0.0002386291,0.0000107581,0.0002244789,0.000002688121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002497494,"about_ca_system_score_gemma":0.0001673239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003764729,"about_ca_topic_score_gemma":0.000008833531,"domain_scores_codex":[0.9987807,0.00007954767,0.0004311873,0.0002994963,0.0001466723,0.0002624576],"domain_scores_gemma":[0.996356,0.002488635,0.0002123186,0.0003440873,0.000451034,0.0001479737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008840388,0.0002496658,0.2143265,0.0004815343,0.0006929516,0.00001053976,0.00006196334,0.000009490303,0.4394406,0.002000606,0.008741972,0.3331002],"study_design_scores_gemma":[0.0004649401,0.0002639913,0.19712,0.000327448,0.0004100741,0.0005227337,0.0001507249,0.001026421,0.7672572,0.0033764,0.028677,0.0004030938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653078,0.0001520626,0.03194053,0.00008297615,0.001764283,0.0003070425,0.0000736177,0.0001178244,0.0002538586],"genre_scores_gemma":[0.9741412,0.00009083024,0.02510486,0.0001139046,0.0003619152,0.00004892941,0.00006137874,0.00003006591,0.00004693835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3326971,"threshold_uncertainty_score":0.5786632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04600982048531007,"score_gpt":0.3567681246465177,"score_spread":0.3107583041612076,"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."}}