{"id":"W871882820","doi":"","title":"Ranibizumab for Idiopathic Epiretinal Membranes: a Prospective Evaluation","year":2012,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Ranibizumab; Medicine; Ophthalmology; Epiretinal membrane; Surgery; Vitrectomy; Visual acuity","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":[0.003562662,0.001273763,0.001538062,0.001023402,0.001007049,0.001319334,0.0007808208,0.00139705,0.002019688],"category_scores_gemma":[0.003343396,0.0007646264,0.001676129,0.001304656,0.00134008,0.0021453,0.0007098885,0.0009770655,0.0006451267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008239029,"about_ca_system_score_gemma":0.001129223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001389062,"about_ca_topic_score_gemma":0.001648382,"domain_scores_codex":[0.9981827,0.0007954369,0.0002169684,0.0002636761,0.0002798876,0.000261494],"domain_scores_gemma":[0.9968076,0.00122936,0.0008698791,0.0002638577,0.0003643768,0.0004651108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1773788,0.009799214,0.7667913,0.0006756813,0.002404378,0.003207693,0.0004917684,0.0003992031,0.004663083,0.0002673113,0.0004149278,0.03350661],"study_design_scores_gemma":[0.0231419,0.1046367,0.855483,0.0002103433,0.004360585,0.005109878,0.0009106107,0.00078419,0.001901348,0.0002169011,0.003120176,0.0001243192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995162,0.00326167,0.0001096867,0.00006518095,0.00001159149,0.0002651715,0.0002486504,0.000004844264,0.0008712369],"genre_scores_gemma":[0.9958341,0.002044979,0.0003497451,0.0001719382,0.00007996166,0.0001889997,0.0009137898,0.00000482966,0.0004115685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003562662,"threshold_uncertainty_score":0.01884139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07257634401155451,"score_gpt":0.3869764630553526,"score_spread":0.3144001190437981,"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."}}