{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006768348,0.0003376182,0.0005471485,0.00008555979,0.0001515246,0.00001033103,0.0001043873,0.0001257197,0.0002642357],"category_scores_gemma":[0.0001113115,0.0002505104,0.00003377049,0.0002713741,0.0003064738,0.0001146403,0.00009850317,0.000508018,0.00001772636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001767321,"about_ca_system_score_gemma":0.00006127688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005120209,"about_ca_topic_score_gemma":0.0002811643,"domain_scores_codex":[0.9980784,0.00006676496,0.000385659,0.0006912579,0.0003212961,0.0004566437],"domain_scores_gemma":[0.999131,0.00004228188,0.0001064911,0.0001457795,0.00004013149,0.0005343537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002369103,0.00009272906,0.9665813,0.0001080716,0.0001173617,0.0001045172,0.00212023,2.216741e-7,0.0001940754,0.0001035761,0.01948685,0.008721957],"study_design_scores_gemma":[0.01118595,0.004454722,0.9681564,0.0001661267,0.00008226009,0.0013916,0.0002488702,0.00001795187,0.0002380576,0.000009801443,0.01375391,0.0002943554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8378568,0.0007700737,0.00001434456,0.1594445,0.000107143,0.0008250136,0.00003090682,0.0001097503,0.000841409],"genre_scores_gemma":[0.8448819,0.0005323074,0.000128471,0.1536746,0.0001602399,0.00002076175,0.0004800513,0.00004141857,0.00008029045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008816848,"threshold_uncertainty_score":0.9999947,"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."}}