{"id":"W4251431734","doi":"10.1097/iae.0000000000001602","title":"Correspondence","year":2017,"lang":"en","type":"letter","venue":"Retina","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Eye Institute","keywords":"Mathematics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001152552,0.001078203,0.0009363376,0.001289813,0.001857298,0.003862218,0.001783122,0.00306373,0.7086748],"category_scores_gemma":[0.007923228,0.0003897402,0.0007926641,0.0008904932,0.0007120886,0.002765588,0.002203554,0.002955161,0.4851049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310111,"about_ca_system_score_gemma":0.003450582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135082,"about_ca_topic_score_gemma":0.002178648,"domain_scores_codex":[0.9982169,0.0003566933,0.0001089215,0.0004485943,0.0006161256,0.0002527516],"domain_scores_gemma":[0.9965761,0.0006209807,0.0001693318,0.000353686,0.001281421,0.0009985018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009531669,0.00005148829,0.0005602949,0.000282887,0.0000124365,0.0003447383,0.00008388476,0.00005379095,0.0001731039,0.005203966,0.8847156,0.1084225],"study_design_scores_gemma":[0.00002330337,0.00002034308,0.0003627223,0.0001959234,0.000006872487,0.0006855758,0.00009214264,0.00004989416,0.0001155438,0.001853989,0.9965867,0.000006962322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002085782,0.01267377,0.002775422,0.0382016,0.04096678,0.0004381115,0.005375598,0.001632186,0.8958507],"genre_scores_gemma":[0.01957944,0.01255883,0.002376929,0.02514319,0.01000099,0.0003604485,0.006392832,0.0009388721,0.9226484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2913252,"threshold_uncertainty_score":0.4155399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748655829740465,"score_gpt":0.315290079718162,"score_spread":0.2778035214207573,"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."}}