{"id":"W1145916278","doi":"","title":"The relationship between clinical grading and objective image analysis of Lid Wiper Epitheliopathy","year":2013,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Grading (engineering); Ophthalmology; Optometry; Medicine; Engineering","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":[0.001761292,0.0002956263,0.000231568,0.001955071,0.0002673324,0.0008884722,0.0003899303,0.0005948702,0.002982242],"category_scores_gemma":[0.01050258,0.0002406571,0.000298639,0.000779535,0.0004901838,0.0009947238,0.0004948178,0.0006354834,0.0005898238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003505312,"about_ca_system_score_gemma":0.0001959587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064206,"about_ca_topic_score_gemma":0.001207469,"domain_scores_codex":[0.9987643,0.000369399,0.0002234201,0.0001792403,0.0003557498,0.0001078783],"domain_scores_gemma":[0.9887833,0.005428508,0.002661716,0.0005815182,0.002000379,0.0005445812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008898478,0.00008633123,0.9773865,0.00004589269,0.0001146406,0.0003793336,0.0001068622,0.0001745634,0.009919128,0.00008105653,0.0002402835,0.01057562],"study_design_scores_gemma":[0.00001420734,0.0003610907,0.9912475,0.00001538198,0.00008628671,0.002311554,0.0002389044,0.001479675,0.003561149,0.0001418916,0.0005279777,0.00001448218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991017,0.001311454,0.001380506,0.0001215572,0.00006074208,0.00002770857,0.0002033023,0.00003888294,0.005838825],"genre_scores_gemma":[0.9988686,0.0001115199,0.0004151459,0.0000307022,0.00002455047,0.00000590259,0.00007938574,0.000008442589,0.0004556434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002982242,"threshold_uncertainty_score":0.009976566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09554655946425954,"score_gpt":0.4037720338182629,"score_spread":0.3082254743540033,"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."}}