{"id":"W3159700165","doi":"10.1080/09638288.2021.1916629","title":"Service providers’ perspectives in providing services to children with disabilities and their families in Bangladesh","year":2021,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Service provider; Rehabilitation; Government (linguistics); Thematic analysis; Service (business); Nursing; Service delivery framework; Qualitative research; Psychology; Medical education; Medicine; Business; Sociology; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008613992,0.0001759228,0.000269078,0.00008253752,0.0002813941,0.000193127,0.00009799292,0.0001058161,0.00002503911],"category_scores_gemma":[0.0006011949,0.0001289905,0.00003709038,0.000755186,0.001821499,0.0008654062,0.00007103574,0.0001369569,0.000001441854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229907,"about_ca_system_score_gemma":0.0001172111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02361571,"about_ca_topic_score_gemma":0.3586605,"domain_scores_codex":[0.9978628,0.0006093242,0.0003140626,0.0006905958,0.0002306201,0.0002926401],"domain_scores_gemma":[0.9982864,0.001141671,0.00004527356,0.0002418491,0.0001686696,0.0001161547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005273986,0.0002822528,0.6139141,0.0001797533,0.000006813314,1.70736e-7,0.3726995,0.0000500459,0.00006716316,0.00969578,0.000001576022,0.00305005],"study_design_scores_gemma":[0.000279251,0.00006821004,0.5047652,0.00008484734,0.000004063747,6.920461e-7,0.485262,0.00004764885,0.00002916547,0.009249598,0.00009186421,0.0001175056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640145,0.0002880119,0.000008369007,0.0338382,0.0000321175,0.00117613,0.00001478597,0.00004336879,0.0005845177],"genre_scores_gemma":[0.9990644,0.00006087879,0.0005288263,0.00009081716,0.00004326585,0.00013642,0.00001923319,0.00001037117,0.00004583004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3350449,"threshold_uncertainty_score":0.9828861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514575423376215,"score_gpt":0.2840194231636101,"score_spread":0.268873668929848,"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."}}