{"id":"W4391389228","doi":"10.1177/24741264241228375","title":"Pentosan Polysulfate Maculopathy With 13 Years of Follow-up Imaging","year":2024,"lang":"en","type":"article","venue":"Journal of VitreoRetinal Diseases","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Maculopathy; Medicine; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.000125284,0.0001389021,0.0003675472,0.0002123111,0.00002384919,0.00004866755,0.0001004368,0.00002334157,0.000238414],"category_scores_gemma":[0.00006352107,0.00009991362,0.0003701451,0.0002242161,0.00009158087,0.0001894293,0.00002472445,0.0002052587,0.00001382841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004049449,"about_ca_system_score_gemma":0.0002920265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001716089,"about_ca_topic_score_gemma":0.000002314105,"domain_scores_codex":[0.9987273,0.00003970091,0.0003625313,0.0001373067,0.0005375089,0.0001956498],"domain_scores_gemma":[0.9991727,0.00005857081,0.0001763926,0.0001560327,0.0001869153,0.0002494018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005098237,0.0005275424,0.8825349,0.0009574078,0.0009887407,0.01724949,0.0006375326,0.00001164344,0.03980317,0.001444809,0.001512566,0.04923402],"study_design_scores_gemma":[0.003980123,0.001836917,0.9680514,0.004793665,0.003448179,0.001019196,0.00104589,0.0001990391,0.006470876,0.0005982101,0.008228712,0.0003278314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853528,0.01219956,0.0001038877,0.00106223,0.0003087727,0.00008555439,0.00002466749,0.00002323239,0.0008392872],"genre_scores_gemma":[0.9986295,0.0002509301,0.0002312498,0.0001718972,0.0002458368,0.000001146138,0.000006557575,0.00003059481,0.0004323512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08551651,"threshold_uncertainty_score":0.407436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005382240962562167,"score_gpt":0.2477795269922791,"score_spread":0.2423972860297169,"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."}}