{"id":"W1967547990","doi":"10.1111/j.1475-1313.2008.00580.x","title":"Clinical signs and symptoms in post‐menopausal females with symptoms of dry eye","year":2008,"lang":"en","type":"article","venue":"Ophthalmic and Physiological Optics","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Allergan","keywords":"Medicine; Hyperaemia; Ophthalmology; Asymptomatic; Xerophthalmia; Dry eyes; Schirmer test; Artificial tears; Surgery; Internal medicine; Vitamin; Retinol","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001639585,0.0002464339,0.0003655804,0.0007779793,0.0004873013,0.0003482796,0.0001373694,0.0004269168,0.003250561],"category_scores_gemma":[0.001677479,0.0002024166,0.0002155536,0.0004893172,0.0002686419,0.0003210461,0.0002571672,0.0003057087,0.0003153193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002134605,"about_ca_system_score_gemma":0.0002282367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002578828,"about_ca_topic_score_gemma":0.003947437,"domain_scores_codex":[0.9998894,0.00001973617,0.00001690422,0.00001550754,0.00001990231,0.00003856585],"domain_scores_gemma":[0.9994667,0.0001482303,0.0001438066,0.00001040909,0.00003796399,0.0001928546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002231223,0.0003667626,0.9576188,0.0001110816,0.00004292017,0.02639038,0.0006190464,0.00006425917,0.003826971,0.00006095766,0.0006985216,0.007968958],"study_design_scores_gemma":[0.00006425702,0.0005714857,0.9741938,0.00002096643,0.00002292934,0.02366317,0.0007487538,0.00008201889,0.0001715911,0.00003142476,0.0004205557,0.000009207866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965835,0.0006801126,0.00004118786,0.0001013082,0.00001336792,0.00002373447,0.0001996025,0.00000527847,0.002351843],"genre_scores_gemma":[0.9988802,0.0003255446,0.00004241929,0.00008893565,0.00002840955,0.000009766435,0.0001435783,0.00000162218,0.0004794962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003250561,"threshold_uncertainty_score":0.01087421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04628511818718697,"score_gpt":0.3126765759492685,"score_spread":0.2663914577620816,"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."}}