{"id":"W4399221584","doi":"10.5114/polp.2024.139946","title":"A decade of neonatal polycythaemia – has anything changed in this field?","year":2024,"lang":"en","type":"article","venue":"Pediatria Polska","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polycythaemia; Pediatrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002553519,0.0001455019,0.0003004664,0.0003337031,0.00003840814,0.00002715735,0.00008664229,0.0002708891,0.001020091],"category_scores_gemma":[0.0003046326,0.0001213009,0.0001499879,0.000524221,0.00004945128,0.00008525147,0.00005237074,0.0005233017,0.00008523538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004369409,"about_ca_system_score_gemma":0.0002545471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001170575,"about_ca_topic_score_gemma":0.0000797058,"domain_scores_codex":[0.9988117,0.000030932,0.0003597488,0.0002523589,0.0002358888,0.0003093719],"domain_scores_gemma":[0.9994525,0.0001548977,0.00004698581,0.0001957384,0.00003172514,0.0001181948],"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":[0.0028881,0.0007770292,0.08708277,0.006906076,0.0008391142,0.006395299,0.08720136,0.00004966864,0.0185512,0.004624435,0.4116588,0.3730262],"study_design_scores_gemma":[0.03356861,0.005606552,0.03002766,0.008032912,0.003562176,0.002805075,0.01954234,0.01757518,0.07959431,0.004166301,0.7916183,0.003900614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9063413,0.04529155,0.0001573889,0.03066717,0.001676945,0.0006547655,0.00003859476,0.0002459956,0.01492636],"genre_scores_gemma":[0.9958393,0.001078388,0.0003836746,0.0006348316,0.0005692642,0.00001144619,0.0000226977,0.00002997454,0.001430435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3799595,"threshold_uncertainty_score":0.9998931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589542189944246,"score_gpt":0.2727372041297704,"score_spread":0.2568417822303279,"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."}}