{"id":"W4405398430","doi":"10.5937/sanamed0-54887","title":"Perinatal predictors of neurodevelopmental outcomes in high-risk neonates","year":2024,"lang":"en","type":"article","venue":"SANAMED","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pediatrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001214247,0.0001303363,0.000263606,0.0002300962,0.00001962132,0.00001243394,0.00007129504,0.00006466735,0.0002580545],"category_scores_gemma":[0.00007733913,0.000102796,0.00007062143,0.0002201842,0.00005232115,0.00007847472,0.00004811613,0.0002011741,0.00001243939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005667555,"about_ca_system_score_gemma":0.0001329731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001016196,"about_ca_topic_score_gemma":0.00002816468,"domain_scores_codex":[0.9990909,0.00002291686,0.0002699774,0.000204141,0.0002274633,0.0001845781],"domain_scores_gemma":[0.9996893,0.000075194,0.00003137765,0.0001233818,0.00002518973,0.0000555014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006081622,0.000008094886,0.9886349,0.0001757054,0.00009568877,0.0002376301,0.002790062,0.000001004452,0.0003357122,0.0001177549,0.0004241117,0.007118461],"study_design_scores_gemma":[0.0007494536,0.00008900082,0.9907115,0.0001889203,0.00003852546,0.00002553555,0.0002069194,0.000112954,0.002470177,0.00008666323,0.005182264,0.0001381054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956133,0.0003406668,0.000002300457,0.0002653262,0.0008121736,0.0002117623,0.0001052648,0.00008764437,0.002561583],"genre_scores_gemma":[0.998499,0.00007750221,0.0007200786,0.00007686814,0.00003678078,0.00001571432,0.0001381029,0.00001922456,0.0004167762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006980355,"threshold_uncertainty_score":0.41919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006107866451854496,"score_gpt":0.2369422490383564,"score_spread":0.2308343825865019,"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."}}