{"id":"W2907560308","doi":"10.15234/vpa.v17i4.511","title":"Metformin activity in an in vitro model of posterior capsule opacification","year":2018,"lang":"en","type":"article","venue":"The Pan-American Journal of Ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Metformin; Fibronectin; Western blot; Immunohistochemistry; Andrology; Viability assay; Mesenchymal stem cell; Chemistry; Biology; Molecular biology; In vitro; Cell; Medicine; Pathology; Endocrinology; Cell biology; Biochemistry; Insulin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005850256,0.0006466034,0.0006686657,0.0004661162,0.0003828694,0.0004545995,0.0003256301,0.0005218999,0.001174201],"category_scores_gemma":[0.0003124653,0.0002299549,0.0005936524,0.0003652923,0.0003346641,0.000382363,0.0002985106,0.001017688,0.000267296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006319116,"about_ca_system_score_gemma":0.0005665457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002383885,"about_ca_topic_score_gemma":0.002938047,"domain_scores_codex":[0.9995605,0.0001135607,0.0000409884,0.00005926612,0.0001434643,0.00008217118],"domain_scores_gemma":[0.9996462,0.00009700513,0.0001067944,0.00004539261,0.00003886421,0.00006584674],"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":[0.0008281795,0.0003371551,0.0004269672,0.0001970432,0.00001839212,0.0002359372,0.00003742464,0.000201142,0.995674,0.00006242157,0.00009375333,0.001887692],"study_design_scores_gemma":[0.00005854815,0.002779678,0.004335482,0.00001537604,0.00005424888,0.0003337617,0.00005809735,0.0009110986,0.9898219,0.00001678364,0.001606831,0.000008107497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986148,0.008346006,0.002921355,0.0001970116,0.0001181244,0.0001119216,0.0003830777,0.00005300119,0.001721348],"genre_scores_gemma":[0.9895369,0.004356788,0.003154485,0.00009447188,0.00004635464,0.0001141106,0.000667222,0.00001237005,0.002017253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002383885,"threshold_uncertainty_score":0.00474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04227451451301787,"score_gpt":0.3327743891148777,"score_spread":0.2904998746018598,"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."}}