{"id":"W4213432023","doi":"10.18502/jovr.v17i1.10165","title":"Inferior Spear-like Lens Opacity as a Sign of Keratoconus","year":2022,"lang":"en","type":"article","venue":"Journal of Ophthalmic and Vision Research","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Keratoconus; Medicine; Ophthalmology; Lens (geology); Opacity; Visual acuity; Optometry; Corneal opacity; Cornea; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002953919,0.0004686248,0.0002934553,0.0006846765,0.0005686417,0.0003418527,0.0002838871,0.0005058371,0.002564891],"category_scores_gemma":[0.002779212,0.0004078755,0.0002745073,0.0003978763,0.0006271056,0.000390527,0.0004382882,0.0003362286,0.0003305467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001639882,"about_ca_system_score_gemma":0.0002187189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009303515,"about_ca_topic_score_gemma":0.001049648,"domain_scores_codex":[0.9996549,0.00007849829,0.00004411993,0.00008204167,0.00006304749,0.00007745602],"domain_scores_gemma":[0.9983661,0.0003723054,0.0007672362,0.0001411379,0.0001046998,0.0002484983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0001042414,0.00003801125,0.9815164,0.00002224757,0.00002410827,0.01484674,0.0001062394,0.00003427774,0.001733565,0.0000318425,0.0001138203,0.001428494],"study_design_scores_gemma":[0.0000207918,0.0004006817,0.757356,0.00001583684,0.00003809405,0.2404414,0.0002985442,0.0002005256,0.0007300479,0.00005282761,0.0004331048,0.00001222377],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994251,0.0001116645,0.0001043101,0.00001481989,0.000003716626,0.000004790189,0.00002429036,0.000007292487,0.0003041947],"genre_scores_gemma":[0.9997419,0.00004197811,0.0000864476,0.0000155304,0.000008147798,0.000002670214,0.00003943952,0.000001442533,0.0000625509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002564891,"threshold_uncertainty_score":0.008580387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09885353434313018,"score_gpt":0.4457334913962494,"score_spread":0.3468799570531192,"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."}}