{"id":"W2810530198","doi":"10.3747/co.25.3924","title":"Glove and Instrument Changing to Prevent Tumour Seeding in Cancer Surgery: A Survey of Surgeons’ Beliefs and Practices","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Surgical site infection prevention","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Institute for Clinical Evaluative Sciences; Mount Sinai Hospital","funders":"Memorial Sloan-Kettering Cancer Center","keywords":"Medicine; Cancer surgery; Feeling; Cancer; Surgery; Cancer detection; Test (biology); Family medicine; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001986215,0.0001067367,0.0004040322,0.0003640332,0.00003867417,0.000008275849,0.00002545935,0.00007479978,0.0002408119],"category_scores_gemma":[0.001223339,0.00009786063,0.00003134839,0.0004821462,0.00007849246,0.00008923552,0.0001101021,0.0001438318,0.000004649471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071402,"about_ca_system_score_gemma":0.0001454304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798028,"about_ca_topic_score_gemma":0.003593126,"domain_scores_codex":[0.9987148,0.0002786963,0.0003575866,0.0002640114,0.0001383113,0.0002466039],"domain_scores_gemma":[0.9986181,0.0006662059,0.0003320992,0.00008027491,0.0001636138,0.0001397311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001850352,0.0003775883,0.8238701,0.000106096,0.00002428957,0.000004284409,0.000534693,4.326121e-7,0.0008244122,0.00002572358,0.0001298649,0.1739175],"study_design_scores_gemma":[0.0006603585,0.0003706895,0.9829384,0.0004663717,0.00003895272,0.00004756498,0.0001121798,0.0001260883,0.001202216,0.00002239093,0.01392176,0.00009298474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964178,0.000964737,0.00003921051,0.001011221,0.0009393526,0.0004100806,0.000009606193,0.00001504403,0.0001929712],"genre_scores_gemma":[0.9988392,0.0008028443,0.00003958819,0.00006693706,0.0001462267,0.00005143747,0.00001141774,0.000008797389,0.00003357419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1738245,"threshold_uncertainty_score":0.3990641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2029930807027199,"score_gpt":0.4689411384391291,"score_spread":0.2659480577364092,"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."}}