{"id":"W6930597899","doi":"10.5281/zenodo.15277562","title":"Microphotina Beier 1935","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Espace pour la vie","funders":"","keywords":"Seta; Amazon rainforest; Dorsum; Amazon basin; Blood circulation","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004200157,0.0001288535,0.0002053095,0.0002501124,0.001369457,0.0002366972,0.0004109466,0.00006351504,0.003825807],"category_scores_gemma":[0.0009483609,0.0001262167,0.0000709415,0.0005064571,0.0001922334,0.00007880918,0.0008866193,0.0002895052,0.005669974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382826,"about_ca_system_score_gemma":0.000005136924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008921,"about_ca_topic_score_gemma":1.499744e-7,"domain_scores_codex":[0.9987295,0.0001352998,0.0002179449,0.000351001,0.0002618784,0.0003043742],"domain_scores_gemma":[0.9988468,0.00002192617,0.00005401958,0.0004432953,0.0005215966,0.0001123265],"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":[0.0002160953,0.0002635855,0.00009414356,0.0003400193,0.0001614372,0.00005980337,0.001215067,0.000001763822,0.03802546,0.004102872,0.8788382,0.07668158],"study_design_scores_gemma":[0.0007600008,0.0001697687,0.008023379,0.000121267,0.00004871442,0.0001295895,0.0003409905,0.00003106248,0.004575723,0.0002010621,0.9854902,0.0001082561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.159022,0.0007891808,0.001036017,0.009411245,0.0002450116,0.0008910781,0.00006784347,0.001262533,0.8272751],"genre_scores_gemma":[0.981366,0.000249296,0.001103921,0.001011117,0.000170529,4.728773e-8,0.0004885219,0.000959196,0.01465142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8223439,"threshold_uncertainty_score":0.9999306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357703371725519,"score_gpt":0.2689290718541703,"score_spread":0.2453520381369151,"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."}}