{"id":"W2151334461","doi":"","title":"Salivary markers of systemic disease: noninvasive diagnosis of disease and monitoring of general health.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Disease; Saliva; Medicine; Systemic disease; Intensive care medicine; Diagnostic test; Oral health; Pathology; Internal medicine; Family medicine; Pediatrics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001057182,0.0000950506,0.0003157523,0.0001103579,0.00003009566,0.000002623555,0.00004161649,0.00002711302,0.00003417693],"category_scores_gemma":[0.0001515617,0.00008221179,0.00009389888,0.0001552582,0.00008138878,0.0000469431,0.00002531499,0.00004742368,5.007484e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000261144,"about_ca_system_score_gemma":0.00004086774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001551316,"about_ca_topic_score_gemma":0.000001036961,"domain_scores_codex":[0.9990875,0.00004156469,0.0003284962,0.0001549697,0.0001958244,0.0001916107],"domain_scores_gemma":[0.9990628,0.00009744718,0.0001636097,0.0002207304,0.00006409954,0.0003913419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004061687,0.0002564598,0.9863309,0.001338017,0.000105855,0.000009568465,0.0001291263,0.00001209568,0.00001799081,0.00004662379,0.001935156,0.009411994],"study_design_scores_gemma":[0.001054156,0.0000851943,0.9977819,0.0002988442,0.0002011882,0.000004624668,0.0002270449,0.00005905261,0.0001380729,0.00002788169,0.00005760037,0.00006438434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708309,0.02705349,0.00001903897,0.0007235445,0.0001932346,0.0006972977,0.0001148647,0.00001609003,0.0003515912],"genre_scores_gemma":[0.9937773,0.005243829,0.00007229543,0.00005836717,0.0001069921,0.0004722197,0.00001348967,0.00001319248,0.0002423064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02294645,"threshold_uncertainty_score":0.33525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02933876207986058,"score_gpt":0.2389501095111833,"score_spread":0.2096113474313228,"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."}}