{"id":"W2210509845","doi":"10.1177/000313481508101133","title":"Daily Incision Cleansing with Alcohol Reduces the Rate of Surgical Site Infections: A Pilot Study","year":2015,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Surgical site infection prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Alcohol; Isopropyl alcohol; Surgery; Anesthesia","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":[0.001154593,0.0003347454,0.000521146,0.0003477242,0.0002462401,0.0002907981,0.0003028316,0.0002728121,0.001133298],"category_scores_gemma":[0.002245813,0.0001718412,0.0005753016,0.0003056612,0.0004366625,0.0003505863,0.0003154739,0.0004698978,0.0001096438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002134849,"about_ca_system_score_gemma":0.0004257681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005596034,"about_ca_topic_score_gemma":0.0008498961,"domain_scores_codex":[0.9992014,0.0004438796,0.0000673762,0.00007559606,0.0001163304,0.00009539736],"domain_scores_gemma":[0.9975942,0.000963393,0.0005537904,0.0002279303,0.0001811236,0.0004795226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1456231,0.1355099,0.4985713,0.0006467488,0.0009435345,0.0009167378,0.0008118037,0.0007154652,0.0406128,0.000135053,0.0004980295,0.1750155],"study_design_scores_gemma":[0.005762366,0.6983144,0.2892311,0.00002453025,0.0003037099,0.0006616329,0.0002767151,0.0006077469,0.004351485,0.00003736353,0.0004075285,0.00002142998],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997368,0.00008972039,0.00005677692,0.000009174558,0.000003912731,0.0000368184,0.000008717235,0.00000147151,0.00005654009],"genre_scores_gemma":[0.9992711,0.0001993008,0.0003489294,0.00002486789,0.00002507063,0.00003562147,0.00003685903,0.000001096297,0.0000571911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001154593,"threshold_uncertainty_score":0.006106138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05221064627865302,"score_gpt":0.3292381491524533,"score_spread":0.2770275028738002,"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."}}