{"id":"W4414073093","doi":"10.33425/2690-8077.1202","title":"A Study of Induced Corneal Cylinder in Post Cataract Patient Of Marist Cottage Hospital","year":2025,"lang":"en","type":"article","venue":"Japan Journal of Research","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; Aga Khan Foundation","keywords":"Keratometer; Astigmatism; Cataract surgery; Cornea; Corneal topography; Statistical significance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002076784,0.0001787283,0.0001498285,0.0005749261,0.000396332,0.0003415349,0.0001515612,0.0002035244,0.001218472],"category_scores_gemma":[0.001259445,0.000158891,0.0002505228,0.0006202621,0.0001793593,0.0002497378,0.0002475411,0.0003635086,0.0001828709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004264003,"about_ca_system_score_gemma":0.0005330764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006434144,"about_ca_topic_score_gemma":0.0109724,"domain_scores_codex":[0.9997453,0.0000272838,0.00003790149,0.00003729296,0.00009255041,0.00005965243],"domain_scores_gemma":[0.9988196,0.0001645688,0.0005375862,0.00005169349,0.0002203099,0.0002061791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008091453,0.00004546405,0.9975808,0.000008957409,0.000007755569,0.0003307459,0.0001842631,0.000009147039,0.0006285979,0.000007554167,0.00003419289,0.001081631],"study_design_scores_gemma":[0.000001572227,0.0001674871,0.9988247,0.000002496938,0.000003926146,0.0005707415,0.0002496827,0.0000230443,0.00007484581,0.00000360912,0.00007575083,0.000002174127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996811,0.00004881608,0.00001361902,0.000009307345,0.000001658977,0.000003604685,0.0000438617,6.349337e-7,0.0001974344],"genre_scores_gemma":[0.9997316,0.00004606764,0.00002205507,0.000008839312,0.000002871705,0.000002921566,0.00007112899,5.026375e-7,0.000114021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006434144,"threshold_uncertainty_score":0.01279336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03308322679059458,"score_gpt":0.38116184762193,"score_spread":0.3480786208313353,"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."}}