{"id":"W1154291365","doi":"","title":"Inferior Insertion of Ahmed Valves–Mid Term Results","year":2005,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Engineering Structural Analysis Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Term (time); Medicine; Physics; Astronomy","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":[0.0007854484,0.000230324,0.0003343914,0.0003290381,0.0001060316,0.00002498203,0.0004715051,0.0001107364,0.00004142749],"category_scores_gemma":[0.0008190832,0.0002076178,0.00007683119,0.001411576,0.001694583,0.0004947389,0.0001016852,0.0002454896,0.00002594451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648501,"about_ca_system_score_gemma":0.0001110144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002632292,"about_ca_topic_score_gemma":0.000002938654,"domain_scores_codex":[0.9982412,0.00008983823,0.0005030055,0.0003837964,0.0003508646,0.0004313195],"domain_scores_gemma":[0.9990786,0.0001531203,0.0001182329,0.0002804138,0.0001574214,0.0002121879],"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":[0.000007592022,0.00001214043,0.004203741,0.00001985149,0.00002387904,0.000008015538,0.0005042976,0.02028488,0.9731415,0.000071381,0.000009751388,0.001713001],"study_design_scores_gemma":[0.0001819024,0.00009796555,0.2436662,0.00003064804,0.00001460093,0.00004731992,0.00002005058,0.01604952,0.7391176,0.000568049,0.00002595118,0.000180265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976676,0.00007043961,0.00008734415,0.000136299,0.0002808078,0.0001170032,0.000009014466,0.0001603246,0.001471198],"genre_scores_gemma":[0.9735137,0.000004671169,0.0262669,0.00002714223,0.00008440937,0.00001288527,0.000005440857,0.00001831603,0.00006658304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2394624,"threshold_uncertainty_score":0.8466408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03296626929196852,"score_gpt":0.3370916977827176,"score_spread":0.3041254284907491,"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."}}