{"id":"W4400144813","doi":"10.46827/ejse.v10i4.5391","title":"EXPLORING THERAPY-RELATED CONSTRAINTS IN THE DELIVERY OF SPEECH AND LANGUAGE THERAPY SERVICES TO CHILDREN WITH CEREBRAL PALSY IN KIBERA SLUMS, NAIROBI CITY COUNTY, KENYA","year":2024,"lang":"en","type":"article","venue":"European Journal of Special Education Research","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Cerebral palsy; Speech therapy; Psychology; Medicine; Pediatrics; Physical therapy; Audiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004317083,0.0003699956,0.0005877637,0.001716741,0.005635802,0.0032134,0.001843955,0.0007546634,0.002160031],"category_scores_gemma":[0.01262554,0.0007034256,0.0002961959,0.003442741,0.0028887,0.00169492,0.004365685,0.00125375,0.0001116182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01267016,"about_ca_system_score_gemma":0.02461049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2065575,"about_ca_topic_score_gemma":0.4524074,"domain_scores_codex":[0.9931208,0.002670727,0.0007722934,0.0003506312,0.001065364,0.002020125],"domain_scores_gemma":[0.9903315,0.002478169,0.004629879,0.0001169197,0.0006740421,0.001769623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009163527,0.0002932786,0.6231927,0.00101074,0.00009265568,0.004847465,0.3420994,0.000418889,0.001248068,0.001231355,0.001050839,0.02442284],"study_design_scores_gemma":[0.000009055666,0.00009333903,0.4358096,0.0006269825,0.000024617,0.0006224985,0.5588943,0.000189551,0.00011205,0.00009069456,0.003499586,0.00002772787],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979765,0.0003874822,0.00004321915,0.0006546293,0.000005338591,0.00004687119,0.00006618672,0.000001330606,0.0008183706],"genre_scores_gemma":[0.9985003,0.0006977014,0.0002753904,0.0001404239,0.00000409914,0.00009913337,0.00005227993,0.000002299653,0.0002283995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2065575,"threshold_uncertainty_score":0.4107105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06430331463798726,"score_gpt":0.3387141128630915,"score_spread":0.2744107982251042,"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."}}