{"id":"W4403461492","doi":"10.3390/ph17101377","title":"Innovative Use of Nanomaterials in Treating Retinopathy of Prematurity","year":2024,"lang":"en","type":"review","venue":"Pharmaceuticals","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Université de Sherbrooke","funders":"","keywords":"Retinopathy of prematurity; Medicine; Biology; Pregnancy; Gestational age; Genetics","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":[0.001372289,0.0006145709,0.005161422,0.000697809,0.0000208664,0.00002555046,0.0002109549,0.0004052857,0.00008396087],"category_scores_gemma":[0.00277345,0.0004428531,0.0005105099,0.001390056,0.0003420766,0.0001063328,0.0003680789,0.0007707792,0.00003645419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574734,"about_ca_system_score_gemma":0.0003380051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001358062,"about_ca_topic_score_gemma":0.000001051795,"domain_scores_codex":[0.9953855,0.0005516503,0.002521333,0.0006171158,0.0005076473,0.0004168119],"domain_scores_gemma":[0.9970045,0.001101034,0.0008971809,0.0005266208,0.0003603778,0.0001102561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002372451,0.0008137586,0.0006127005,0.5917944,0.001552647,0.0004540317,0.001615151,1.078963e-7,0.002283213,0.0009266944,0.001135868,0.3985741],"study_design_scores_gemma":[0.00117819,0.0003340786,0.0001942685,0.2370455,0.008674066,0.000354953,0.00007993341,0.00001441905,0.01437645,0.0001777593,0.7368038,0.0007665547],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004201994,0.9914915,0.000001538276,0.0000655851,0.0004059979,0.002425111,0.0003260885,0.00006899469,0.001013189],"genre_scores_gemma":[0.00242032,0.9952523,0.001675304,0.00003118858,0.0001495192,0.0001418895,0.00005882712,0.000087267,0.00018345],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7356679,"threshold_uncertainty_score":0.9998024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2711847983821619,"score_gpt":0.4865788388009902,"score_spread":0.2153940404188283,"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."}}