{"id":"W2770717910","doi":"10.4103/jpn.jpn_42_17","title":"Health-related quality of life in children with congenital hydrocephalus and the parental concern: An analysis in a developing nation","year":2017,"lang":"en","type":"article","venue":"Journal of Pediatric Neurosciences","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Hydrocephalus; Mean value; Pediatrics; Nuclear family; Demography; Surgery; Nursing","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":[0.001855479,0.0001319037,0.0005643934,0.0005081053,0.0003433484,0.0001876712,0.0006684565,0.00003668081,0.000004098949],"category_scores_gemma":[0.001594393,0.00008196841,0.00008098914,0.001055069,0.0006760494,0.0009383093,0.00008833693,0.0002543645,2.257101e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004684127,"about_ca_system_score_gemma":0.0004299927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00187617,"about_ca_topic_score_gemma":0.001365158,"domain_scores_codex":[0.9973624,0.0004102279,0.0009988102,0.000302884,0.0006856996,0.0002400287],"domain_scores_gemma":[0.9976361,0.0002478095,0.001737772,0.000179184,0.00006732482,0.0001318009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002050304,0.00008095903,0.9976889,0.000007025777,0.00000972205,0.000007540085,0.0005238728,0.0003541996,0.0005189391,0.0003898271,0.000001475074,0.0002125093],"study_design_scores_gemma":[0.002551751,0.000326352,0.9938706,0.00000696326,0.00005396483,0.00007596819,0.0001359057,0.002471959,0.0002255782,0.0001780744,7.148666e-7,0.0001022129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981651,0.0003863891,0.00002834454,0.0009774832,0.0002141275,0.0001793781,0.000007171879,0.000004177195,0.00003783477],"genre_scores_gemma":[0.9989267,0.0007414704,0.00003581376,0.0001960166,0.00008629426,0.000001699168,3.007654e-7,0.000004891864,0.000006835087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003818344,"threshold_uncertainty_score":0.3342575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05372211549247906,"score_gpt":0.3233714594652294,"score_spread":0.2696493439727504,"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."}}