{"id":"W3192703093","doi":"10.1038/s41598-021-95864-0","title":"Neurodevelopmental outcome of preterm very low birth weight infants admitted to an Italian tertiary center over an 11-year period","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"Ministero della Salute","keywords":"Cerebral palsy; Pediatrics; Medicine; Bronchopulmonary dysplasia; Low birth weight; Birth weight; Gestational age; Pregnancy; Psychiatry","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":[0.0006872703,0.000335698,0.0002924351,0.00114169,0.0005943272,0.0005355924,0.0004399897,0.0004626393,0.0008577637],"category_scores_gemma":[0.002521127,0.0002223835,0.0003691693,0.0009510734,0.0004512896,0.0003925567,0.0007117778,0.0005042177,0.0003119162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165371,"about_ca_system_score_gemma":0.0006434565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0281931,"about_ca_topic_score_gemma":0.01979741,"domain_scores_codex":[0.9996,0.00008867752,0.00004245399,0.00008931655,0.00005338617,0.000126268],"domain_scores_gemma":[0.9989275,0.000148557,0.0005005432,0.00008828921,0.0001333317,0.0002017179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007304873,0.00003933959,0.9986017,0.000005812159,0.00001358524,0.0001570767,0.0001500008,0.00002241639,0.00007494217,0.000004833858,0.0000755264,0.0007817364],"study_design_scores_gemma":[0.000001977131,0.000120122,0.9994579,0.000004505083,0.000008069987,0.0001752702,0.0001249556,0.00002967576,0.00001990836,0.000003871185,0.00005145302,0.000002300504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999472,0.0001231709,0.00001097771,0.00002155984,0.000002132202,0.000005107624,0.0002187452,0.000001502511,0.0001448944],"genre_scores_gemma":[0.9991749,0.0001573313,0.00002921757,0.0000188392,0.000006642524,0.00001255298,0.0004449365,0.000001434314,0.0001541667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0281931,"threshold_uncertainty_score":0.05605799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034886761272623,"score_gpt":0.3461843216574758,"score_spread":0.3158354540447496,"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."}}