{"id":"W4406146128","doi":"10.1097/anc.0000000000001225","title":"Outcomes Associated With Care Models for Neonates With Complex Medical Needs","year":2025,"lang":"en","type":"article","venue":"Advances in Neonatal Care","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; Women's Health Research Institute; Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Medicine; MEDLINE; Intensive care 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":[0.05139127,0.0007328602,0.002149453,0.01359165,0.001296715,0.007357874,0.00188384,0.001551591,0.002921953],"category_scores_gemma":[0.2327554,0.0005810416,0.003918636,0.01857789,0.001809419,0.005847066,0.003228707,0.001904477,0.0002115517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01099597,"about_ca_system_score_gemma":0.02204166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007042516,"about_ca_topic_score_gemma":0.01277266,"domain_scores_codex":[0.9631595,0.01853645,0.01051776,0.001339564,0.005696718,0.0007500516],"domain_scores_gemma":[0.7293344,0.2072795,0.04367376,0.001805873,0.01654818,0.001358203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0003616038,0.0001385414,0.033493,0.6837353,0.00276444,0.0006363568,0.03018834,0.000449117,0.0001551177,0.009241713,0.01040151,0.2284351],"study_design_scores_gemma":[0.0001550627,0.0002992012,0.04357005,0.8679083,0.006719687,0.0008201449,0.03140594,0.0003484083,0.0003264381,0.006167066,0.04216128,0.0001185491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07047541,0.879171,0.003536904,0.02280425,0.001133604,0.004418131,0.003965843,0.00005257224,0.01444231],"genre_scores_gemma":[0.4116022,0.5538522,0.01771633,0.004156397,0.0003967218,0.009618657,0.001917581,0.00004058663,0.0006993809],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05139127,"threshold_uncertainty_score":0.2717863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043506652300629,"score_gpt":0.2901135313335012,"score_spread":0.2796784648104949,"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."}}