{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002340735,0.0003142567,0.0007041104,0.0001073103,0.000189694,0.00006039978,0.0003811739,0.0007856963,0.0003601152],"category_scores_gemma":[0.001203784,0.000262047,0.0002281166,0.00003373908,0.0002783615,0.00004121296,0.0001805683,0.002318932,0.00196962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008607619,"about_ca_system_score_gemma":0.0001275117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002119346,"about_ca_topic_score_gemma":0.000001000982,"domain_scores_codex":[0.9982079,0.00005957498,0.000229895,0.0004842776,0.000614716,0.0004036644],"domain_scores_gemma":[0.9980221,0.0001521157,0.0002848942,0.001322995,0.0001566962,0.00006123172],"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":[0.00003878588,0.000008644064,0.0008271731,0.0005583721,0.00005346302,0.00699612,0.00009399128,3.309279e-9,0.00005945256,0.000003663197,0.9906766,0.0006837306],"study_design_scores_gemma":[0.0002635464,0.0001338029,0.006773275,0.001200761,0.0001930083,0.0008331003,0.000008899557,0.00000226983,0.0001581773,0.0001008855,0.9900858,0.0002464875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001393307,0.001666146,0.000003974881,0.8652157,0.0009841267,0.0004250447,0.00001788061,0.0001353291,0.1301585],"genre_scores_gemma":[0.001615796,0.0003739228,0.0007595676,0.6131893,0.01122687,0.00004056667,0.0001323717,0.00009673817,0.3725649],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2520264,"threshold_uncertainty_score":0.9999832,"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."}}