{"id":"W935175844","doi":"","title":"Retinal Maturity at Birth Predicts the Outcome of Oxygen Induced Retinopathy (OIR)","year":2010,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Montreal Children's Hospital","funders":"","keywords":"Retinopathy of prematurity; Retinal; Ophthalmology; Medicine; Outcome (game theory); Maturity (psychological); Retinopathy; Gestational age; Biology; Pregnancy; Psychology; Developmental psychology; Endocrinology; Mathematics; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.001094279,0.0003151916,0.0002508482,0.0005080706,0.0003110939,0.0007018212,0.0003687114,0.0007026082,0.001233249],"category_scores_gemma":[0.006271302,0.0002277445,0.0006644299,0.0005352413,0.0002812143,0.0005058973,0.0004429824,0.001386809,0.0001776921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003047228,"about_ca_system_score_gemma":0.0003848875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004476006,"about_ca_topic_score_gemma":0.002731053,"domain_scores_codex":[0.999558,0.0001662582,0.00003883545,0.00007058866,0.00006732008,0.00009891098],"domain_scores_gemma":[0.993966,0.001290758,0.003238706,0.0004501621,0.0003468517,0.0007075472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004364759,0.00007788843,0.9965153,0.00001011476,0.00008107647,0.00009767468,0.00006340133,0.00004026811,0.0003940023,0.00007257058,0.00007608843,0.002135145],"study_design_scores_gemma":[0.000004008185,0.0002179678,0.9991056,0.000009286572,0.00005196124,0.0001722962,0.00006006149,0.0001065402,0.0001158764,0.00004810797,0.0001053693,0.000002872024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980252,0.0009229047,0.00007489126,0.00008445705,0.00001248151,0.000003714543,0.0001192931,0.00000351645,0.0007535614],"genre_scores_gemma":[0.9993494,0.0002692665,0.0000422597,0.00001521136,0.0000152536,0.000002217145,0.000111651,0.000001606352,0.0001931406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004476006,"threshold_uncertainty_score":0.008899927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05278666317037241,"score_gpt":0.3519061376372929,"score_spread":0.2991194744669205,"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."}}