{"id":"W2993949645","doi":"","title":"Clinical Signs and Symptoms in Postmenopausal Females With and Without Symptoms of Dry Eye","year":2006,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Signs and symptoms; Medicine; Postmenopausal women; Dermatology; Ophthalmology; Internal medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005068773,0.0001927899,0.0004719841,0.0001553087,0.0001325357,0.00001590325,0.00007970535,0.0001143607,0.000009389271],"category_scores_gemma":[0.0001034141,0.0001223231,0.00002100333,0.0004222162,0.007140574,0.0001721486,0.00009518017,0.0001753846,0.000002443641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003092943,"about_ca_system_score_gemma":0.0002408339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003242626,"about_ca_topic_score_gemma":0.00001032459,"domain_scores_codex":[0.9984867,0.0001114413,0.0003149351,0.0005172923,0.0002331089,0.0003365371],"domain_scores_gemma":[0.9992645,0.0001462393,0.0001391578,0.0001330699,0.00008925176,0.0002277397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001309201,0.00025784,0.9045908,0.00002565207,0.00002746433,0.0001854683,0.0001904284,0.000002067882,0.09400014,0.0001669494,0.000001046262,0.0004212053],"study_design_scores_gemma":[0.001742651,0.01251596,0.9718516,0.0001890189,0.0000630372,0.0001817685,0.0001116261,0.0001375649,0.0124657,0.0006009402,0.000003264956,0.0001368707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980918,0.0003072882,0.000001682138,0.0001691568,0.00004290087,0.0003528555,0.000003711798,0.00001356934,0.001017037],"genre_scores_gemma":[0.9986686,0.000006771746,0.0009652069,0.0001167515,0.00004098896,0.00001493116,0.000005039665,0.00001049601,0.0001711948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08153445,"threshold_uncertainty_score":0.9955614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258918644826773,"score_gpt":0.370679165989798,"score_spread":0.3380899795415303,"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."}}