{"id":"W2044597435","doi":"10.1590/1678-7757201302338","title":"Alteration of the oral environment in patients undergoing esophagectomy during the perioperative period","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Oral Science","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Université Laval","keywords":"Perioperative; Esophagectomy; Period (music); Medicine; General surgery; Surgery; Internal medicine; Esophageal cancer; Art; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003627156,0.00007716537,0.0001522518,0.00007427014,0.0001955154,0.00005281882,0.0002139751,0.00001588356,0.0001314389],"category_scores_gemma":[0.00003740619,0.00003511986,0.00004929371,0.0002761765,0.0003343377,0.0002317572,0.00008517836,0.0001975296,0.000009057001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157797,"about_ca_system_score_gemma":0.0002573412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003889254,"about_ca_topic_score_gemma":0.0000155907,"domain_scores_codex":[0.9986166,0.00002917168,0.0002615305,0.0001124622,0.0007787747,0.0002014307],"domain_scores_gemma":[0.9994892,0.00002076184,0.0001629444,0.000145199,0.00008922068,0.00009260222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008782278,0.0009011383,0.9108216,0.00007909942,0.00007590857,0.00003794324,0.006635198,0.002948858,0.06161925,0.0007962203,0.00007237524,0.01513424],"study_design_scores_gemma":[0.002113252,0.0004805418,0.968513,0.00003588005,0.00001060263,0.00001069717,0.000299235,0.000137553,0.02823628,0.0001116648,0.00001663147,0.0000346179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980915,0.0001192831,0.0000115231,0.0008642254,0.00004350336,0.0004944304,6.34847e-7,0.000001274164,0.0003735879],"genre_scores_gemma":[0.9993654,0.00002227846,0.0004186877,0.00009301101,0.000027361,0.00001462908,1.9496e-7,0.00000401442,0.00005439566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0576915,"threshold_uncertainty_score":0.1503766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009707489287482543,"score_gpt":0.2600815864447902,"score_spread":0.2503740971573076,"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."}}