{"id":"W2885515157","doi":"10.1007/s12105-018-0959-6","title":"Identifying Candidate Biomarkers for Pleomorphic Adenoma: A Case–Control Study","year":2018,"lang":"en","type":"article","venue":"Head and Neck Pathology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Western University; London Health Sciences Centre","funders":"","keywords":"Immunostaining; Biology; Pathology; Downregulation and upregulation; Reverse transcription polymerase chain reaction; Adenoma; Immunohistochemistry; Gene expression; Medicine; Gene; Immunology; Biochemistry","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":[0.002437625,0.001099905,0.0015852,0.001365446,0.002108979,0.001525688,0.0008618758,0.001678389,0.002822962],"category_scores_gemma":[0.004824769,0.001412119,0.001642424,0.001180237,0.001199709,0.001151515,0.0008032859,0.001060337,0.0005093048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005644955,"about_ca_system_score_gemma":0.0004696794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002661853,"about_ca_topic_score_gemma":0.002719093,"domain_scores_codex":[0.9973946,0.0006657611,0.0003243173,0.0009933667,0.0003445438,0.0002773585],"domain_scores_gemma":[0.9977169,0.0008370838,0.0003990536,0.0004669976,0.0003373147,0.0002426789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009577097,0.003230161,0.9709009,0.0001639118,0.001994189,0.002313291,0.0008683872,0.00009170754,0.00606629,0.0002261942,0.0002778036,0.004290054],"study_design_scores_gemma":[0.001388903,0.007066758,0.9806467,0.00003530028,0.00261719,0.004168563,0.0008901685,0.0008107102,0.000768263,0.0002261737,0.001328838,0.00005232719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982929,0.0006598661,0.000523273,0.0000254496,0.000026205,0.00009854924,0.00009061654,0.0000052421,0.000278019],"genre_scores_gemma":[0.9987659,0.0001718726,0.0003534709,0.00004996637,0.00003206692,0.00007968514,0.0001842413,0.000006241256,0.000356571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002822962,"threshold_uncertainty_score":0.01289153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03715602208191263,"score_gpt":0.3308206745021823,"score_spread":0.2936646524202696,"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."}}