{"id":"W3016646572","doi":"10.1111/dmcn.14536","title":"Healthcare use by children and young adults with cerebral palsy","year":2020,"lang":"en","type":"article","venue":"Developmental Medicine & Child Neurology","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Public Health Agency; Swansea University; Scottish Government","keywords":"Cerebral palsy; Health care; Medicine; Psychology; Pediatrics; Physical medicine and rehabilitation; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004675546,0.0001275577,0.0003157953,0.001394003,0.0003019132,0.000502236,0.0003740261,0.000279755,0.00158495],"category_scores_gemma":[0.003160674,0.000196523,0.0003605284,0.002070292,0.0002209019,0.0004414938,0.000567466,0.0003303051,0.0002871649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069025,"about_ca_system_score_gemma":0.0008212336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1046006,"about_ca_topic_score_gemma":0.1191936,"domain_scores_codex":[0.9992129,0.0001430565,0.0001617696,0.0001434096,0.0001851924,0.0001536316],"domain_scores_gemma":[0.9985727,0.0001795555,0.0009336751,0.00004974334,0.0001262208,0.0001381864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002287259,0.000009564595,0.9965664,0.0000420447,0.00002211267,0.00007660266,0.0001988761,0.00002417908,0.00004503126,0.00001407563,0.0003724843,0.002605735],"study_design_scores_gemma":[0.000001531287,0.00001955585,0.9992873,0.00002235362,0.000005521944,0.0001258087,0.0001931236,0.00001756081,0.00001537123,0.00000497344,0.000305253,0.000001775997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912814,0.000786468,0.00003362247,0.0001347907,0.00001235178,0.00002164603,0.006429285,0.000005654523,0.001294708],"genre_scores_gemma":[0.9939728,0.001027958,0.0001225991,0.00007334136,0.00001633729,0.00004752076,0.004351215,0.000002382314,0.0003856593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1046006,"threshold_uncertainty_score":0.2079835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145244362878327,"score_gpt":0.224743676855619,"score_spread":0.2132912332268357,"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."}}