{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001217328,0.0006523308,0.000393394,0.001370128,0.0002946651,0.001153774,0.0004710697,0.0004448158,0.004239932],"category_scores_gemma":[0.000893212,0.0001853126,0.0004407392,0.0007988947,0.000463685,0.0006872326,0.0005412347,0.000590796,0.0008937279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00071512,"about_ca_system_score_gemma":0.0005969272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112701,"about_ca_topic_score_gemma":0.002108691,"domain_scores_codex":[0.9994528,0.00009881732,0.00002852349,0.0001007548,0.0002871699,0.00003203882],"domain_scores_gemma":[0.9995197,0.00008747129,0.0001512277,0.00004053024,0.0001691394,0.00003188727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001411763,0.001238373,0.06088734,0.001333632,0.0002372049,0.0003722897,0.0001673883,0.001015218,0.4110152,0.006260729,0.004307974,0.511753],"study_design_scores_gemma":[0.0004504818,0.007352435,0.2846126,0.0005437435,0.001206096,0.007406116,0.0006366197,0.03246547,0.533778,0.008859227,0.1224037,0.000285555],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7644402,0.0355657,0.1411818,0.003110998,0.001001336,0.0009390322,0.001851239,0.0008781897,0.05103156],"genre_scores_gemma":[0.8357409,0.01024038,0.1299976,0.001086061,0.0005399672,0.0006568541,0.0007605269,0.0001398482,0.02083787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004239932,"threshold_uncertainty_score":0.01418406,"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."}}