{"id":"W2914032930","doi":"10.2147/opth.s188314","title":"<p>Dry eye disease ranking among common reasons for seeking eye care in a large US claims database</p>","year":2019,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Deutsche Ophthalmologische Gesellschaft","keywords":"Medicine; Incidence (geometry); Cataracts; Glaucoma; Ophthalmology; Population; Optometry; Dermatology; Environmental health","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":[0.001935372,0.000234699,0.000388136,0.002427234,0.0004487934,0.001138104,0.0005043434,0.0004700424,0.002015884],"category_scores_gemma":[0.006142588,0.0002094397,0.0007280837,0.003504449,0.0001988057,0.0007420725,0.0009986527,0.0005093633,0.0005026147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008951626,"about_ca_system_score_gemma":0.0009832503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02185535,"about_ca_topic_score_gemma":0.0233537,"domain_scores_codex":[0.9981376,0.0003852119,0.0004672382,0.000401873,0.0004494865,0.000158468],"domain_scores_gemma":[0.9938964,0.001263207,0.003294755,0.000376185,0.0007037238,0.0004656701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006618404,0.00002876877,0.9968774,0.00003113317,0.00006765018,0.00005035189,0.00003096208,0.00004717261,0.00007039552,0.00002370656,0.001190023,0.001516105],"study_design_scores_gemma":[0.00001851196,0.00002376697,0.9985261,0.0000188358,0.00003681389,0.0001515202,0.00009539857,0.000682894,0.00004357239,0.00001587349,0.0003821529,0.000004655764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787967,0.0004903055,0.0002146804,0.0002650231,0.00001460758,0.00005856808,0.01924511,0.00003075922,0.0008842551],"genre_scores_gemma":[0.9849373,0.0001627002,0.0003963787,0.0001061202,0.00002539547,0.00006443563,0.01413561,0.000005810156,0.0001663256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02185535,"threshold_uncertainty_score":0.04345626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146690749306175,"score_gpt":0.3690159112622767,"score_spread":0.3375490037692149,"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."}}