{"id":"W3193238755","doi":"10.1186/s13063-021-05398-z","title":"Feasibility and diagnostic accuracy of Telephone Administration of an adapted wound heaLing QuestiONnaire for assessment for surgical site infection following abdominal surgery in low and middle-income countries (TALON): protocol for a study within a trial (SWAT)","year":2021,"lang":"en","type":"article","venue":"Trials","topic":"Surgical site infection prevention","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Research Trainees Coordinating Centre; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Protocol (science); Low and middle income countries; Surgery; Developing country; Pathology; Alternative medicine","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":[0.0835454,0.002134911,0.00209177,0.001305527,0.002214926,0.002524374,0.002061146,0.00310212,0.01175083],"category_scores_gemma":[0.1027206,0.001605924,0.00357029,0.001403096,0.00250414,0.002380451,0.002229962,0.00245375,0.00329428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003344916,"about_ca_system_score_gemma":0.01008765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001988664,"about_ca_topic_score_gemma":0.002382704,"domain_scores_codex":[0.9401234,0.04365406,0.006818184,0.002252297,0.004983732,0.002168413],"domain_scores_gemma":[0.9554539,0.01455499,0.009466564,0.006280359,0.01193714,0.002307031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6755592,0.09754088,0.06290926,0.01026023,0.001814366,0.00042473,0.009557012,0.003077379,0.004176276,0.002926229,0.02227467,0.1094798],"study_design_scores_gemma":[0.4479565,0.346723,0.1504896,0.002626788,0.001447675,0.0002510141,0.003411671,0.005173282,0.005985023,0.002902313,0.03255419,0.000478973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.08755713,0.0001622543,0.003452999,0.00027113,0.0002635996,0.9042344,0.001881584,0.00006134299,0.002115605],"genre_scores_gemma":[0.03419049,0.00005350938,0.004628099,0.0001272443,0.00002878412,0.9603038,0.0004202418,0.000007883177,0.000240035],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0835454,"threshold_uncertainty_score":0.4418356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155495423341841,"score_gpt":0.4689094190415808,"score_spread":0.3134139956997398,"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."}}