{"id":"W4297888622","doi":"10.1177/229255030901700103","title":"Decreasing Expander Breast Infection: A New Drain Care Protocol","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Surgery; Case series; Breast cancer; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004887843,0.0008726868,0.001254761,0.002462717,0.001215525,0.001389388,0.001740081,0.001727481,0.006618781],"category_scores_gemma":[0.009981453,0.0005954312,0.001041737,0.0008548577,0.0007098466,0.001846347,0.002174533,0.001826397,0.001324757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702383,"about_ca_system_score_gemma":0.004634284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005417218,"about_ca_topic_score_gemma":0.001618522,"domain_scores_codex":[0.995478,0.001431142,0.001448736,0.0003813593,0.001042568,0.00021826],"domain_scores_gemma":[0.9954268,0.00152152,0.0009648994,0.0005853151,0.001015557,0.0004860322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009201202,0.02622071,0.02026678,0.004402472,0.00021173,0.002105264,0.0008633563,0.003008506,0.02254417,0.00310071,0.01755693,0.8905181],"study_design_scores_gemma":[0.04753457,0.1264113,0.1847484,0.008080419,0.002477347,0.01704232,0.001921214,0.03134391,0.07908073,0.01008834,0.4900869,0.001184624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.2927265,0.009486439,0.183552,0.0100214,0.001911147,0.4566712,0.002046842,0.00282672,0.04075778],"genre_scores_gemma":[0.1962635,0.00846313,0.4870296,0.004903812,0.001282447,0.2897293,0.002355453,0.000263748,0.009709118],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006618781,"threshold_uncertainty_score":0.0258497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631823709316214,"score_gpt":0.2639110351730292,"score_spread":0.247592798079867,"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."}}