{"id":"W2742334731","doi":"10.1093/pch/pxx058","title":"Counselling and management for anticipated extremely preterm birth","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Position statement; Receipt; Statement (logic); Medicine; Singleton; Position (finance); Gestational age; Pregnancy; Pediatrics; Obstetrics; Family medicine; Computer science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005782645,0.0001722665,0.00032691,0.0001440246,0.000880532,0.00009056964,0.0001360919,0.00007720174,0.00001112014],"category_scores_gemma":[0.00003125353,0.0001554579,0.00006689606,0.00006347771,0.00004313251,0.00009357368,0.00003192002,0.0001548085,0.00000344095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004280223,"about_ca_system_score_gemma":0.00007990155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001810053,"about_ca_topic_score_gemma":0.00001357336,"domain_scores_codex":[0.9986358,0.00001895242,0.0003272464,0.0003324255,0.0002335489,0.0004520027],"domain_scores_gemma":[0.9989386,0.0000479076,0.0002732069,0.0004193488,0.00009044636,0.0002304696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001365528,0.0001145559,0.7743754,0.01449329,0.0004074714,0.0001439975,0.01294254,0.000003822407,0.00002026975,0.0073919,0.01659736,0.1721438],"study_design_scores_gemma":[0.008886189,0.0007965927,0.5770913,0.0009073729,0.000325218,0.00008155304,0.0001328157,0.001938401,0.00009191596,0.001474858,0.407442,0.0008317865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9191461,0.01768266,0.004975708,0.01709487,0.002414559,0.007799933,0.0005102909,0.0003871001,0.02998879],"genre_scores_gemma":[0.9335988,0.05200191,0.01026423,0.002744068,0.0006550331,0.00006934509,0.0002542513,0.00004762052,0.0003647125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3908446,"threshold_uncertainty_score":0.6772429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03343803573757744,"score_gpt":0.3075899829225406,"score_spread":0.2741519471849632,"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."}}