{"id":"W4411178910","doi":"10.1038/s41390-025-04154-2","title":"High-risk infant follow-up: current practice and factors determining eligibility","year":2025,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; McMaster Children's Hospital; Hospital for Sick Children; Dalhousie University","funders":"Science Foundation Ireland; Irish Research eLibrary","keywords":"Medicine; Current (fluid); Pediatrics; Physics","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":[0.007074382,0.0001856747,0.0002513521,0.001449676,0.0005823308,0.0007911134,0.0008404555,0.0007627364,0.001307303],"category_scores_gemma":[0.0287738,0.0001249766,0.000291088,0.001092352,0.0004532313,0.000942665,0.001299082,0.0007225313,0.0002368332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008418198,"about_ca_system_score_gemma":0.001326993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009816855,"about_ca_topic_score_gemma":0.00755653,"domain_scores_codex":[0.9959828,0.001425657,0.0008854858,0.0003684459,0.0008567907,0.0004809012],"domain_scores_gemma":[0.9858726,0.005535066,0.004685436,0.0004554758,0.00178124,0.001670058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000927399,0.00007504971,0.9153036,0.0001614454,0.00001239629,0.0002076872,0.001293572,0.00009108676,0.0001042739,0.0002379842,0.002481015,0.07993927],"study_design_scores_gemma":[0.000007743161,0.0001997683,0.9855779,0.001516998,0.00002329647,0.00102006,0.005569311,0.0008155137,0.0002604814,0.0005053774,0.004482142,0.00002156222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513659,0.0163864,0.002289508,0.01895985,0.0001833875,0.0001754398,0.0005240907,0.00008874827,0.01002659],"genre_scores_gemma":[0.9927563,0.004576431,0.00136732,0.0005685805,0.00008186189,0.00007765836,0.000287958,0.00001192642,0.0002719849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009816855,"threshold_uncertainty_score":0.03741336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05349283395002236,"score_gpt":0.4242478183939574,"score_spread":0.370754984443935,"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."}}