{"id":"W4296032093","doi":"10.25270/wnds/20065","title":"Time to Surgical Closure of Complex Infectious Wounds: A Single-center Retrospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"WOUNDS A Compendium of Clinical Research and Practice","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Surgery; Retrospective cohort study; Closure (psychology); Medical record; Wound closure; Cohort; Cohort study; Internal medicine; Wound healing","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":[0.001655739,0.0004410031,0.0006859724,0.001443424,0.0008810691,0.001233439,0.0006729725,0.0006144441,0.00182815],"category_scores_gemma":[0.002940776,0.0008134964,0.0008742407,0.002160628,0.0004806144,0.001419064,0.0008879686,0.0008688593,0.0003075768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005737891,"about_ca_system_score_gemma":0.0009383569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004161858,"about_ca_topic_score_gemma":0.005631355,"domain_scores_codex":[0.9987206,0.0002373216,0.0002292626,0.0003679462,0.0002366316,0.0002081161],"domain_scores_gemma":[0.9964569,0.0005348478,0.001790318,0.0003623679,0.0002972743,0.000558158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006509003,0.00003835137,0.999323,0.000008749341,0.00003939395,0.0001051621,0.00006672745,0.000009919475,0.00005580197,0.000007747317,0.00004467983,0.0002354588],"study_design_scores_gemma":[0.00002531154,0.0003432766,0.997253,0.00002240585,0.00008044552,0.001061448,0.0007155614,0.0002204616,0.00004451662,0.00001927585,0.0002030992,0.00001123484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992864,0.0001528583,0.00009108857,0.0000181797,0.000005564355,0.0000273741,0.0002705682,0.000002025675,0.0001458888],"genre_scores_gemma":[0.9992059,0.0001558865,0.0001322603,0.00003285003,0.00001313288,0.00003047998,0.0003778086,0.00000271277,0.00004908046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004161858,"threshold_uncertainty_score":0.008756518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1726283927927441,"score_gpt":0.4878943043931815,"score_spread":0.3152659116004374,"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."}}