{"id":"W2312872585","doi":"10.1097/iio.0b013e31824b44e5","title":"Top 5 Pearls to Consider When Implanting Advanced Technology IOLs in Patients With Unusual Circumstances","year":2012,"lang":"en","type":"review","venue":"International Ophthalmology Clinics","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Medicine; Optometry; Ophthalmology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005142572,0.0004203907,0.001748119,0.0008629863,0.00004342075,0.00001617781,0.0003310929,0.0007163099,0.0005211984],"category_scores_gemma":[0.0008685797,0.0003321992,0.0002421259,0.0003228249,0.0001575082,0.0001139283,0.0001420758,0.0009305062,0.0002320066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169339,"about_ca_system_score_gemma":0.0003707228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005758167,"about_ca_topic_score_gemma":0.00000233473,"domain_scores_codex":[0.9972554,0.0001633073,0.00113595,0.0005905806,0.0003405384,0.0005142379],"domain_scores_gemma":[0.9976973,0.0008614112,0.0005558045,0.0003901435,0.000365238,0.0001300916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000484151,0.0006709659,0.3239321,0.001391551,0.000914863,0.002079784,0.0001346394,0.000003215184,4.530752e-7,0.001349467,0.0001817245,0.6688572],"study_design_scores_gemma":[0.001361139,0.0006296676,0.008008503,0.007350287,0.0004415171,0.003792696,0.00004923426,8.223906e-7,0.000002926264,0.0002437308,0.9776081,0.0005113264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1622112,0.8246543,0.00002582819,0.0005801967,0.003699592,0.001824192,0.000168108,0.00008622669,0.006750378],"genre_scores_gemma":[0.1928096,0.7858608,0.009723921,0.001830948,0.001744985,0.0007382379,0.002025533,0.000369353,0.004896682],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9774264,"threshold_uncertainty_score":0.999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05970781426529972,"score_gpt":0.4041273187150997,"score_spread":0.3444195044498,"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."}}