{"id":"W1972463572","doi":"10.1038/eye.2013.72","title":"Response to Dr Uparkar and Dr Kaul","year":2013,"lang":"en","type":"letter","venue":"Eye","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Retinopathy of prematurity; Ophthalmology; Optometry; Ridge; Geography; Cartography; Gestational age; Biology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003704599,0.0003129018,0.0006416332,0.0002008804,0.00008094125,0.0000450408,0.0001364888,0.0004944507,0.0001827473],"category_scores_gemma":[0.0009040369,0.0002582053,0.00009522482,0.00008620907,0.0001169159,0.00003676945,0.0001939751,0.001131005,0.00137174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007126327,"about_ca_system_score_gemma":0.00005275171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003666482,"about_ca_topic_score_gemma":0.000002314169,"domain_scores_codex":[0.9983132,0.0001537608,0.0002518477,0.0004747879,0.0004214384,0.0003849778],"domain_scores_gemma":[0.9987819,0.0002978938,0.00008051015,0.0005997832,0.0001100652,0.0001298954],"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":[0.0002372841,0.000009851189,0.0006375451,0.0002343383,0.00008097231,0.0007749072,0.0008071355,1.198127e-8,0.001267555,0.000001612449,0.9955885,0.0003602559],"study_design_scores_gemma":[0.0004123245,0.0002510388,0.03487656,0.0004111521,0.0001067083,0.0000587346,0.0000555746,8.495902e-7,0.0002117858,0.00006761959,0.9633041,0.000243571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08075232,0.001782802,0.000005346089,0.9114508,0.0004404833,0.0007225729,0.00001959658,0.00009713106,0.004728934],"genre_scores_gemma":[0.002092115,0.0001211276,0.001004944,0.7961705,0.003376356,0.0000914344,0.00003520398,0.00007894715,0.1970293],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1923004,"threshold_uncertainty_score":0.999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973425190521194,"score_gpt":0.2915473682347657,"score_spread":0.2718131163295538,"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."}}