{"id":"W2793962917","doi":"10.21037/aes.2018.ab083","title":"AB083. Intraocular lens biocompatibility: a novel, objective approach","year":2018,"lang":"en","type":"article","venue":"Annals of Eye Science","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Biocompatibility; Intraocular lens; Lens (geology); Ophthalmology; Optometry; Medicine; Materials science; Optics; Physics","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":[0.001574886,0.0001338923,0.0003070866,0.0002445994,0.0002281338,0.00002333523,0.0002368715,0.00006046645,0.00008527275],"category_scores_gemma":[0.0007810165,0.0001062669,0.0001217907,0.001132743,0.002560053,0.000330164,0.00007377513,0.0001361698,0.0000421794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001710329,"about_ca_system_score_gemma":0.0003760062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001088332,"about_ca_topic_score_gemma":0.000003996453,"domain_scores_codex":[0.9982244,0.00002737181,0.0002786683,0.000469116,0.0005687433,0.0004317172],"domain_scores_gemma":[0.9981184,0.00005058098,0.0001102253,0.0005423861,0.00103284,0.0001455919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004334733,0.001815102,0.02741955,0.0002133734,0.0001390776,0.00002484281,0.006074029,0.00001437781,0.9305383,0.01990195,0.001441407,0.01198449],"study_design_scores_gemma":[0.0003115392,0.0007809005,0.1018659,0.0001109247,0.00002778515,0.00003078132,0.0003015487,0.001065112,0.8902127,0.0004096232,0.004690215,0.000192978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695677,0.0001323011,0.002685975,0.0007332705,0.0001752999,0.0002856748,0.000007300277,0.00003689869,0.02637556],"genre_scores_gemma":[0.9935302,0.00001783837,0.004692897,0.001442605,0.0001726184,0.000006359327,0.000002608901,0.000008141981,0.0001267986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0744464,"threshold_uncertainty_score":0.9432623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09371768133903036,"score_gpt":0.3663645081726599,"score_spread":0.2726468268336295,"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."}}