{"id":"W2736743888","doi":"10.1016/j.jcjo.2017.04.002","title":"Cataract surgery outcomes and complications in retinal dystrophy patients","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Visual acuity; Cataract surgery; Macular edema; Ophthalmology; Metamorphopsia; Surgery; Retinitis pigmentosa; Vitrectomy; Retinal","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004631584,0.0002517411,0.0004469939,0.001272637,0.000950494,0.001271872,0.0004240715,0.0008110822,0.003639894],"category_scores_gemma":[0.002747255,0.0002919251,0.001065685,0.001943257,0.0004014125,0.001031218,0.0009166429,0.0009690865,0.0003191275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174032,"about_ca_system_score_gemma":0.0009594566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02151252,"about_ca_topic_score_gemma":0.0253982,"domain_scores_codex":[0.9993694,0.00006380647,0.0000943468,0.00009413397,0.0001150936,0.0002632088],"domain_scores_gemma":[0.9980732,0.0002379468,0.0009202948,0.00005148548,0.0001758837,0.000541193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000156837,0.00005127279,0.9983104,0.000009312381,0.00005292836,0.0001239227,0.00006549426,0.00003160747,0.00003704331,0.00003248595,0.0001267639,0.001001976],"study_design_scores_gemma":[0.000008861048,0.00007682921,0.9987819,0.00001394875,0.00002901809,0.0003533324,0.0004911864,0.00006528274,0.0000161161,0.00005773496,0.00009842107,0.000007438638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980968,0.000369334,0.00001656854,0.00009019751,0.000007730995,0.000004651371,0.0005211286,0.000001872365,0.0008917283],"genre_scores_gemma":[0.9990702,0.000175451,0.00001933869,0.00004310852,0.00001087825,0.000004583191,0.0005163277,0.000001202311,0.0001588409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02151252,"threshold_uncertainty_score":0.04277456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04202101326020465,"score_gpt":0.3038646040791488,"score_spread":0.2618435908189441,"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."}}