{"id":"W2061522273","doi":"10.1038/sj.eye.6701437","title":"Severe retinopathy of prematurity: longitudinal observation of disease and screening implications","year":2004,"lang":"en","type":"article","venue":"Eye","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Retinopathy of prematurity; Medicine; Gestational age; Birth weight; Pediatrics; Incidence (geometry); Cohort; Population; Retrospective cohort study; Pregnancy; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001533488,0.00009735094,0.0002644405,0.00006249101,0.00005914518,0.000004960626,0.00005467895,0.00004315324,0.00000679059],"category_scores_gemma":[0.0003787168,0.00008928891,0.00006088551,0.0001409017,0.0001387425,0.00008770325,0.00006486216,0.00009793163,0.000001330762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002074048,"about_ca_system_score_gemma":0.00005065922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003310262,"about_ca_topic_score_gemma":0.00000687276,"domain_scores_codex":[0.9992126,0.00001756005,0.0002700662,0.0001877889,0.0001970643,0.0001149],"domain_scores_gemma":[0.9992333,0.00004397484,0.000157962,0.0002819013,0.0001894137,0.00009343839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000251656,0.000146219,0.9860191,0.0007808412,0.00006916987,0.000006268754,0.000858977,0.00001661495,0.008565505,0.00206788,0.0001092919,0.00110848],"study_design_scores_gemma":[0.0007751096,0.0001272842,0.9926451,0.0005060192,0.0001651427,0.00001096889,0.0001215921,0.0000118648,0.003300413,0.002210457,0.00005117802,0.00007482564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931082,0.001164159,0.0004695333,0.004364964,0.00002707242,0.0003517434,0.00002848329,0.00003197719,0.0004539326],"genre_scores_gemma":[0.9880499,0.00009958933,0.01162409,0.00005105258,0.00004722856,0.00001219882,0.00001997147,0.00001009623,0.00008592536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01115455,"threshold_uncertainty_score":0.3641096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03660222053898537,"score_gpt":0.2937442944211134,"score_spread":0.2571420738821281,"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."}}