{"id":"W7071319354","doi":"","title":"Skin Antisepsis Prior to Surgical Fixation of Open Extremity Fractures","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Perioperative; Open fracture; Antiseptic; Randomized controlled trial; Population; Open surgery; Open label; Internal fixation","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":[0.001216972,0.0003196757,0.001123218,0.0004721282,0.0002596056,0.0005295572,0.0002182662,0.0004094462,0.001822599],"category_scores_gemma":[0.006018485,0.0002269073,0.001190337,0.00045402,0.0002583885,0.0003730922,0.0002706654,0.0008961534,0.00018739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482145,"about_ca_system_score_gemma":0.0008960916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008621205,"about_ca_topic_score_gemma":0.001501787,"domain_scores_codex":[0.9984371,0.0004220516,0.0002345055,0.0002123527,0.0005232334,0.000170747],"domain_scores_gemma":[0.9970658,0.001119796,0.001182931,0.00011906,0.0002811252,0.0002312643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2016489,0.006464551,0.4248777,0.00611675,0.003708054,0.0008575441,0.00121207,0.0009291067,0.01445578,0.000404573,0.001544145,0.3377808],"study_design_scores_gemma":[0.004492305,0.1867612,0.7854103,0.001679022,0.003578913,0.001447244,0.0009437847,0.0007414866,0.008213898,0.0005655859,0.0060914,0.0000749215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935284,0.004010033,0.0005799652,0.00007172821,0.0000682344,0.0003438711,0.0002980958,0.000004812567,0.001094875],"genre_scores_gemma":[0.9948414,0.002700776,0.000805509,0.00008228746,0.00007510422,0.0004089063,0.0003225047,0.00000408334,0.0007595196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001822599,"threshold_uncertainty_score":0.00643605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804733748557048,"score_gpt":0.2838093027197329,"score_spread":0.2657619652341624,"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."}}