{"id":"W2119086529","doi":"10.1159/000439445","title":"Retinal Pigment Epithelium Tears: Risk Factors, Mechanism and Therapeutic Monitoring","year":2015,"lang":"en","type":"review","venue":"Ophthalmologica","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"National Eye Institute","keywords":"Medicine; Tears; Macular degeneration; Retinal pigment epithelium; Ophthalmology; Retinal; Visual acuity; Artificial tears; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002577547,0.0006189017,0.001721695,0.0001122587,0.000132278,0.00004742612,0.0001594474,0.0003799573,0.0002316942],"category_scores_gemma":[0.00007163463,0.0003580551,0.0004719961,0.0001396585,0.00007640542,0.00002534399,0.0001440193,0.0004634636,0.0001180347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002126662,"about_ca_system_score_gemma":0.0001563529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000538372,"about_ca_topic_score_gemma":2.270976e-8,"domain_scores_codex":[0.9978054,0.00027648,0.0004374329,0.000659978,0.0004075395,0.0004131256],"domain_scores_gemma":[0.9985029,0.0001274799,0.0003776662,0.0004991594,0.00007245682,0.0004203058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002143402,0.001071128,0.01836417,0.009484299,0.002156455,0.004645696,0.0001270321,1.376431e-7,0.000002635564,0.0002736074,0.00009958442,0.9635609],"study_design_scores_gemma":[0.001811094,0.007420376,0.02669049,0.02122461,0.01961563,0.008719116,0.0002938559,0.000003960338,0.000008626324,0.006598643,0.9060652,0.001548358],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01911126,0.9773307,0.00000212558,0.00001265743,0.0002716878,0.001137224,0.0001337409,0.00006593094,0.001934604],"genre_scores_gemma":[0.01522317,0.982659,0.0003486949,0.00000545273,0.0002376766,0.0001362587,0.000101415,0.00006604658,0.001222245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9620126,"threshold_uncertainty_score":0.9998872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1265453089368313,"score_gpt":0.3873046799984314,"score_spread":0.2607593710616001,"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."}}