{"id":"W7139426510","doi":"","title":"IMPACT : Issue 11","year":2017,"lang":"","type":"article","venue":"eCommons - AKU (Aga Khan University)","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Event (particle physics); Quarter (Canadian coin); Heart disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009088103,0.0005710813,0.001011236,0.001133451,0.004270425,0.0001700355,0.001882498,0.0008419632,0.01738207],"category_scores_gemma":[0.0004808136,0.0006064026,0.0005298576,0.0005426919,0.001324237,0.0008111324,0.001275792,0.001721367,0.004806206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008839639,"about_ca_system_score_gemma":0.001581621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00355751,"about_ca_topic_score_gemma":0.001106382,"domain_scores_codex":[0.9957371,0.0006133452,0.0004232819,0.0009195108,0.0004829754,0.001823762],"domain_scores_gemma":[0.9944263,0.0004094338,0.0004591476,0.002645903,0.0003372674,0.001722023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002904299,0.001711331,0.946643,0.0004952251,0.0005797129,0.009781431,0.0007752442,0.000003605338,0.00008891276,0.003042122,0.02432141,0.009653687],"study_design_scores_gemma":[0.004562632,0.003940199,0.6925069,0.0004140718,0.0003212209,0.0002487988,0.0008864216,0.0003154632,0.0001756918,0.00008135164,0.2960208,0.0005264271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7877479,0.0005236393,0.00001469481,0.007614936,0.001432705,0.0007802389,0.0001442966,0.00007008165,0.2016715],"genre_scores_gemma":[0.8441821,0.0008098773,0.00006195426,0.00009633382,0.0008661808,9.181683e-7,0.00003641091,0.00005210994,0.1538942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2716994,"threshold_uncertainty_score":0.9996387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447370944206279,"score_gpt":0.4721389187743391,"score_spread":0.3274018243537112,"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."}}