{"id":"W2803173642","doi":"10.1002/med.21509","title":"Gold nanoparticles in ophthalmology","year":2018,"lang":"en","type":"review","venue":"Medicinal Research Reviews","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Gruppo Nazionale per il Calcolo Scientifico; Fondation CHU de Québec; Fondation des Maladies de l'Oeil","keywords":"Photothermal therapy; Colloidal gold; Medicine; Brachytherapy; Radiosurgery; Optical coherence tomography; Medical physics; Radiation therapy; Ophthalmology; Nanotechnology; Optometry; Nanoparticle; Surgery; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01056922,0.0002982837,0.001907208,0.0003219531,0.0001337548,0.00007271433,0.001005635,0.0002001567,0.00174157],"category_scores_gemma":[0.001554659,0.0001826712,0.0002620923,0.001078619,0.0005990675,0.00007450761,0.0002593705,0.0005413408,0.01128439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598179,"about_ca_system_score_gemma":0.0003196199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008539164,"about_ca_topic_score_gemma":0.00002476157,"domain_scores_codex":[0.9941545,0.002352585,0.001232177,0.0007101711,0.0006421811,0.0009083991],"domain_scores_gemma":[0.9976592,0.0008934669,0.0002290033,0.000846183,0.0001095574,0.0002625636],"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":[0.000004112327,0.0001313283,0.000005092354,0.005636281,0.000004115612,0.00007454558,0.00005350587,9.337797e-9,0.003136912,0.0006341404,0.02105244,0.9692675],"study_design_scores_gemma":[0.00006801091,0.0001175855,0.000003575714,0.01429817,0.00005031054,0.00009557918,0.00001599868,0.000001009174,0.0005120045,0.0002261405,0.9844443,0.0001673308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00133718,0.993741,5.772466e-7,0.0001117269,0.000148084,0.001455243,0.0000103758,0.00001794332,0.003177891],"genre_scores_gemma":[0.0002146395,0.9967669,0.0001744401,0.00002410521,0.0004060943,0.001255638,0.000008018354,0.00002929121,0.001120913],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9691002,"threshold_uncertainty_score":0.999171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4382108215025659,"score_gpt":0.515607832159264,"score_spread":0.07739701065669807,"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."}}