{"id":"W2331369999","doi":"10.5539/cco.v5n1p63","title":"Altered Salivary Protein Profiles among Individuals Diagnosed with Cervical Dysplasia and Cervical Carcinoma in Situ","year":2016,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Saliva; Carcinoma in situ; Dysplasia; Cervical cancer; Medicine; Carcinoma; Trypsinization; Internal medicine; Cancer; Gastroenterology; Biology; Biochemistry; Trypsin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003061601,0.0001770823,0.0006444489,0.00007521219,0.00005710014,0.00001095806,0.00006154773,0.000351273,0.0002858713],"category_scores_gemma":[0.0001906389,0.00009927128,0.00005857003,0.0001308709,0.0005595231,0.00008285843,0.00007694775,0.0003170628,0.000007435199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005981772,"about_ca_system_score_gemma":0.0003427333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003507286,"about_ca_topic_score_gemma":0.002051566,"domain_scores_codex":[0.9983959,0.0001604717,0.000508794,0.000483858,0.0001360968,0.0003148575],"domain_scores_gemma":[0.9985666,0.0007298611,0.0001054024,0.0001853692,0.00005314734,0.0003596623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001284528,0.000469402,0.968657,0.0000568431,0.00007252428,0.0001389363,0.0001299374,8.285672e-8,0.0001483458,0.0002257353,0.0005827106,0.02823397],"study_design_scores_gemma":[0.01219682,0.00313501,0.9801862,0.0001912627,0.0001459633,0.00004168421,0.0001934886,0.00001419775,0.00004791371,0.0003742221,0.003313166,0.0001601245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987375,0.0007428877,0.00003169348,0.008492718,0.000158158,0.0007344894,0.00002494745,0.00003362045,0.002406528],"genre_scores_gemma":[0.9966979,0.0006301939,0.0002084794,0.001461719,0.0004071209,0.0003046247,0.00001306791,0.00001972212,0.0002571589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02807384,"threshold_uncertainty_score":0.4048165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03918321061144019,"score_gpt":0.3505241032119221,"score_spread":0.3113408926004819,"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."}}