{"id":"W2953983842","doi":"10.3390/vision3020025","title":"Recent Advances of Computerized Graphical Methods for the Detection and Progress Assessment of Visual Distortion Caused by Macular Disorders","year":2019,"lang":"en","type":"review","venue":"Vision","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Macular degeneration; Hyperacuity; Optometry; Ophthalmology; Computer science; Medicine; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009000152,0.0008946314,0.001265872,0.005591245,0.0002383253,0.0008990712,0.001005941,0.0007759028,0.003659417],"category_scores_gemma":[0.001856403,0.0003024836,0.0008901873,0.003384193,0.0006583064,0.001676511,0.0006022229,0.001407621,0.001429734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005459589,"about_ca_system_score_gemma":0.000897498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001571827,"about_ca_topic_score_gemma":0.001379842,"domain_scores_codex":[0.9994879,0.00009120943,0.0001021247,0.00009543564,0.0001981246,0.00002522117],"domain_scores_gemma":[0.9986919,0.0007768074,0.0001507199,0.00003905834,0.000303507,0.00003809963],"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":[0.00005633632,0.00008312386,0.0006121181,0.02133032,0.0001101296,0.0002485305,0.0001019665,0.0003788449,0.001869246,0.002865778,0.01285975,0.9594839],"study_design_scores_gemma":[0.00002203114,0.0002105552,0.004422254,0.006294246,0.0004000225,0.005449739,0.0001558396,0.0005537511,0.002130136,0.003663088,0.9766145,0.00008370482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002069591,0.9975179,0.0005392124,0.0001882473,0.0001364784,0.00000857232,0.00002636578,0.00002011776,0.001356183],"genre_scores_gemma":[0.001289142,0.9968901,0.0009971424,0.0001521535,0.0002460479,0.00001296793,0.0000363922,0.000003381668,0.0003726204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005591245,"threshold_uncertainty_score":0.01224202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966628315520035,"score_gpt":0.4833222769695851,"score_spread":0.4536559938143847,"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."}}