{"id":"W2122943515","doi":"10.1136/adc.2009.182469","title":"Determining the age of onset of unilateral cataract using family photographs","year":2010,"lang":"en","type":"article","venue":"Archives of Disease in Childhood","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Cataract extraction; Occlusion; Cataract surgery; Dilemma; Intervention (counseling); Visual impairment; Pediatrics; Ophthalmology; Surgery; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001085586,0.0001095268,0.0002834353,0.0001893885,0.00003152354,0.000003154203,0.0001305475,0.00002765384,0.00001447552],"category_scores_gemma":[0.0001597874,0.00007849606,0.0002186995,0.0001315073,0.0003546481,0.00004513239,0.00004155442,0.0002189642,2.895474e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001553928,"about_ca_system_score_gemma":0.0001409166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000135837,"about_ca_topic_score_gemma":0.00001921211,"domain_scores_codex":[0.9991397,0.00006628876,0.0003424091,0.0001345335,0.0001560327,0.0001609905],"domain_scores_gemma":[0.9991094,0.0002962866,0.0001398559,0.0003551667,0.00002259555,0.00007670608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003557699,0.0007119711,0.9166773,0.0001434196,0.00007243651,0.00005845543,0.003085426,0.00002136335,0.07587674,0.00006931722,0.000003056827,0.002924765],"study_design_scores_gemma":[0.0006838738,0.0000805156,0.985141,0.0003755013,0.0001043385,0.000005132918,0.0001123254,0.0001541954,0.01278714,0.0004573833,0.00002583275,0.0000727918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989667,0.00008009648,0.000008331343,0.0000368485,0.00007248059,0.0002074703,0.00007336273,0.000006162763,0.0005485371],"genre_scores_gemma":[0.9991223,0.00002492999,0.0006318575,0.0001189802,0.00002981807,0.000002779071,0.0000518972,0.00001295651,0.000004512447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06846369,"threshold_uncertainty_score":0.3200976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267331341530576,"score_gpt":0.2595961051048763,"score_spread":0.2469227916895705,"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."}}