{"id":"W4283464345","doi":"10.3390/children9060846","title":"Neurological Surveillance in Moderate-Late Preterm Infants—Results from a Dutch–Canadian Survey","year":2022,"lang":"en","type":"article","venue":"Children","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Calgary Health Foundation; Alberta Children's Hospital Research Institute; Alberta Children's Hospital Foundation","keywords":"Medicine; Pediatrics; Neonatology; Population; Neurological examination; Observational study; Pregnancy; Environmental health; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005923965,0.0001897953,0.0003450331,0.0001803409,0.0001623167,0.0000316502,0.0002247936,0.00009739659,0.000494344],"category_scores_gemma":[0.0002213054,0.0001804914,0.00006000504,0.0002928611,0.00003594199,0.00005514694,0.0001358066,0.0004196033,0.00001723638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008647032,"about_ca_system_score_gemma":0.0002699012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04095917,"about_ca_topic_score_gemma":0.04847646,"domain_scores_codex":[0.9981453,0.000311613,0.0003592708,0.0004848161,0.0002628001,0.0004362052],"domain_scores_gemma":[0.9991524,0.0001585152,0.00007252839,0.0003679061,0.00003847734,0.0002101499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001283507,0.0000110671,0.9953243,0.000001789599,0.00003109499,0.0001728896,0.0009824284,0.0001369977,0.0000158739,0.000003039974,0.001249888,0.0007871021],"study_design_scores_gemma":[0.002418216,0.0001256702,0.9944665,0.00001043445,0.000006302849,0.00003945795,0.000005604085,0.001202668,0.00002735501,0.00006581005,0.001381801,0.0002502217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903896,0.0001114444,7.081903e-7,0.0005727262,0.0002529146,0.0004718084,0.004071388,0.00005599237,0.004073359],"genre_scores_gemma":[0.9882708,0.00001780194,0.00008657224,0.001726598,0.00007066773,0.00003211986,0.009627841,0.00002275503,0.000144899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007517291,"threshold_uncertainty_score":0.9688864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584592587373146,"score_gpt":0.2278909366766003,"score_spread":0.2120450108028689,"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."}}