{"id":"W4242111447","doi":"10.1111/j.1755-3768.2011.02116.x","title":"This issue of <i>Acta</i>, printed and electronic","year":2011,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Retinopathy of prematurity; Enucleation; Ophthalmology; Population; Surgery; Optometry; Gestational age","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002284596,0.0001659199,0.0004297624,0.00006533132,0.00005296779,0.000003985813,0.0001322616,0.0001313649,0.001709975],"category_scores_gemma":[0.000337723,0.0001206977,0.00007301407,0.0001123658,0.0002276619,0.00005411004,0.0001464098,0.0002566418,0.00004328288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002516853,"about_ca_system_score_gemma":0.00003504908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006017709,"about_ca_topic_score_gemma":6.749797e-7,"domain_scores_codex":[0.9989348,0.00005222148,0.0002433422,0.0002833499,0.0001617076,0.0003245781],"domain_scores_gemma":[0.9992839,0.00008377678,0.0001259164,0.0003301119,0.00009528123,0.00008103401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003220041,0.002614063,0.5595036,0.00129058,0.001250685,0.001630966,0.01390884,2.512971e-8,0.3812117,0.002630292,0.02799053,0.004748764],"study_design_scores_gemma":[0.001380978,0.004762058,0.8918007,0.0001629172,0.0002610133,0.004609857,0.000512627,0.000008090765,0.07912106,0.001907233,0.01510381,0.0003696799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8628373,0.0009788756,7.413527e-7,0.000902993,0.00004965343,0.0002973973,0.000002293865,0.00005191688,0.1348788],"genre_scores_gemma":[0.9954861,0.0004136705,0.001423315,0.0001418343,0.00003904353,0.00001474882,0.000003035002,0.00001348578,0.002464736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3322971,"threshold_uncertainty_score":0.9992026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03701361571807992,"score_gpt":0.2820036050806576,"score_spread":0.2449899893625777,"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."}}