{"id":"W4308419196","doi":"10.22374/jded.v5i1.41","title":"Management of Glaucoma Medication Induced Dry Eye Disease with Self-retained Cryopreserved Amniotic Membrane","year":2022,"lang":"en","type":"article","venue":"Journal of Dry Eye Disease","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glaucoma; Refractory (planetary science); Concomitant; Ophthalmology; Retrospective cohort study; Artificial tears; Visual acuity; Demographics; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004880487,0.0002241885,0.0004756598,0.0002518859,0.0001393626,0.00001904619,0.0003291173,0.00003422276,0.0004774554],"category_scores_gemma":[0.00007158415,0.0001798031,0.0003227679,0.0003784992,0.00004312058,0.0002165555,0.0001360555,0.0003923198,0.000007437409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932671,"about_ca_system_score_gemma":0.0005687165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001247188,"about_ca_topic_score_gemma":0.000001790206,"domain_scores_codex":[0.9971573,0.0002079573,0.0006566551,0.0002403846,0.001454259,0.0002834325],"domain_scores_gemma":[0.9975696,0.00003972913,0.0006194528,0.0005974238,0.0002617301,0.0009120523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005437912,0.001761087,0.982982,0.0009167686,0.001194131,0.005322384,0.0002760442,0.00006751122,0.001206445,0.0001245773,0.00001245413,0.0006987185],"study_design_scores_gemma":[0.00560973,0.0007362057,0.9872105,0.0004151533,0.002949519,4.688722e-7,0.001081686,0.0007289358,0.0003981132,0.0000958281,0.0005811263,0.0001927125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950106,0.001339805,0.0001072188,0.002542265,0.0002029122,0.0005295807,0.0000266699,0.00003600743,0.0002049892],"genre_scores_gemma":[0.9982689,0.0001469964,0.000454907,0.0003832285,0.000127001,0.00002215434,0.00005107101,0.00004122729,0.0005045376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005321915,"threshold_uncertainty_score":0.7332156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009065753475794344,"score_gpt":0.2511587325843569,"score_spread":0.2420929791085625,"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."}}