{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01380427,0.0001971012,0.001252226,0.0002637083,0.0003316411,0.0000547425,0.0002852946,0.0001154234,0.00478201],"category_scores_gemma":[0.01338889,0.0001636735,0.0002714294,0.0009671451,0.0006716042,0.0001441058,0.0008713909,0.001807882,0.00006734284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360456,"about_ca_system_score_gemma":0.0002558834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002575711,"about_ca_topic_score_gemma":0.00002076669,"domain_scores_codex":[0.9917226,0.00344354,0.001220817,0.0007012648,0.00238685,0.000524959],"domain_scores_gemma":[0.9801564,0.01720861,0.0003869891,0.0005733772,0.001061934,0.0006126462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02419259,0.02087971,0.9405047,0.00007220003,0.0008669127,0.0007097614,0.0004705951,0.000004824274,0.0004873669,0.0006919294,0.009120767,0.001998679],"study_design_scores_gemma":[0.006169552,0.03025774,0.5385631,0.00004385142,0.0001336882,0.0005316144,0.001902337,0.00003670941,0.00001592341,0.0001989624,0.4219747,0.0001717587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9172745,0.0001534843,0.000002792912,0.005001264,0.0001488523,0.001763934,0.00005784445,0.0000293535,0.07556795],"genre_scores_gemma":[0.996316,0.0000825877,0.0001896862,0.0003830924,0.000317824,0.00008944904,0.00003166261,0.00002665404,0.002563112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.412854,"threshold_uncertainty_score":0.9961277,"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."}}