{"id":"W2969982382","doi":"10.1016/j.ijpam.2019.08.002","title":"Improving clinical outcomes of very low birth weight infants","year":2019,"lang":"en","type":"article","venue":"International Journal of Pediatrics and Adolescent Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Low birth weight; Pediatrics; Birth weight; Intensive care medicine; Obstetrics; Pregnancy","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":[0.001178998,0.0001754536,0.0002049057,0.0003718073,0.0003137211,0.0004974033,0.0003836296,0.0002067175,0.000891041],"category_scores_gemma":[0.007798078,0.00005543028,0.0001482289,0.0003172749,0.0002235728,0.0002215577,0.0005741639,0.0004943216,0.0001222902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006508075,"about_ca_system_score_gemma":0.001499788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002230671,"about_ca_topic_score_gemma":0.002629102,"domain_scores_codex":[0.9989091,0.00053422,0.0001217455,0.00006154568,0.0002460842,0.0001272274],"domain_scores_gemma":[0.9966911,0.0005502893,0.001563768,0.00009213982,0.0005186868,0.0005839298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003160654,0.0005512414,0.9417262,0.0003408685,0.00005349601,0.0002818927,0.0006123302,0.0002057898,0.0007955318,0.0001004495,0.001400664,0.05361547],"study_design_scores_gemma":[0.00002182928,0.00130369,0.9958461,0.0001455429,0.00002565654,0.0003465305,0.0005398731,0.0001387672,0.0005560751,0.00007130196,0.0009980507,0.000006605062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996016,0.001198585,0.0002131726,0.0006690257,0.00002871624,0.00007046528,0.0002117264,0.00001303996,0.0015792],"genre_scores_gemma":[0.9980189,0.0007200274,0.0006109479,0.00008641062,0.00002202194,0.00009098215,0.0002492387,0.00000226149,0.0001993386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002230671,"threshold_uncertainty_score":0.006235182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0342095675477005,"score_gpt":0.3971893659156375,"score_spread":0.362979798367937,"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."}}