{"id":"W4285276107","doi":"10.2139/ssrn.4089099","title":"Neuroprotection Care Bundle Implementation is Associated with Improved Long-Term Neurodevelopmental Outcomes in Extremely Premature Infants","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Neuroprotection; Medicine; Term (time); Pediatrics; Intensive care medicine; Neuroscience; Psychology; Internal medicine","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":[0.0007509094,0.0001832449,0.0003020683,0.0001982201,0.0003002494,0.0005802994,0.0003555013,0.0004776867,0.002202944],"category_scores_gemma":[0.007220664,0.0001191317,0.0005287789,0.0004676451,0.0001569907,0.0003879126,0.0006525338,0.001208359,0.0001494561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004961582,"about_ca_system_score_gemma":0.001371173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007832042,"about_ca_topic_score_gemma":0.01003342,"domain_scores_codex":[0.9993833,0.000189551,0.00007698684,0.00009440284,0.0001259718,0.0001298143],"domain_scores_gemma":[0.9966841,0.000509672,0.002042864,0.0001258098,0.0002098585,0.0004277233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001163397,0.0003916545,0.9492704,0.0001759578,0.0004784584,0.0002585147,0.0003373553,0.0001586283,0.0005659437,0.0002557477,0.0008842659,0.04605974],"study_design_scores_gemma":[0.00001454554,0.000339604,0.9986789,0.00008353588,0.00009718911,0.00008118116,0.000134123,0.0001074158,0.00008042566,0.00009063766,0.0002884937,0.00000396436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962956,0.001562268,0.0001035094,0.000489993,0.00003493865,0.000008598778,0.0002584578,0.00001084031,0.001235747],"genre_scores_gemma":[0.9979122,0.0008344581,0.0003033117,0.0001243172,0.00003027731,0.00001955494,0.0002659429,0.000005263019,0.0005046315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007832042,"threshold_uncertainty_score":0.01557291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128128622739936,"score_gpt":0.2684457857665674,"score_spread":0.257164499539168,"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."}}