{"id":"W2944179799","doi":"10.15353/cjo.80.259","title":"Polypoidal Choroidal Vasculopathy","year":2018,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retinal; Medicine; Ophthalmology; Asymptomatic; Retinal pigment epithelium; Serous fluid; Macular degeneration; Retina; Retinal detachment; Surgery; Pathology; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001996163,0.0006053309,0.001478322,0.009803046,0.0007128994,0.0003858382,0.001105467,0.0004620605,0.005991338],"category_scores_gemma":[0.001354362,0.0005429807,0.001146549,0.004031629,0.001070851,0.0008122385,0.00002877921,0.001958495,0.0002191993],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167943,"about_ca_system_score_gemma":0.01621262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003661762,"about_ca_topic_score_gemma":0.003145757,"domain_scores_codex":[0.9944773,0.0001753955,0.002102208,0.0003742612,0.001200467,0.001670359],"domain_scores_gemma":[0.9836887,0.0002124504,0.001391848,0.0005729478,0.003830276,0.01030382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001677544,0.00006865482,0.9617656,0.0000858417,0.0008218143,0.005945896,0.0008157537,0.00001757915,0.0005569709,0.00002184368,0.02697321,0.002759061],"study_design_scores_gemma":[0.003068178,0.001999451,0.9190848,0.0008490112,0.0006737464,0.03294414,0.00117939,0.00003783099,0.001145683,0.00001487053,0.03842514,0.0005777219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767527,0.004662447,0.000735049,0.005732365,0.003588583,0.0002528555,0.0001721168,0.00001043553,0.008093422],"genre_scores_gemma":[0.9881354,0.0001450821,0.004259142,0.001408923,0.004438811,0.000001833417,0.00001283514,0.0001110956,0.001486888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04268077,"threshold_uncertainty_score":0.9997022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154424105332197,"score_gpt":0.307617937505389,"score_spread":0.296073696452067,"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."}}