{"id":"W4295847313","doi":"10.3389/fped.2022.981976","title":"Early care and support for young children with developmental disabilities and their caregivers in Uganda: The Baby Ubuntu feasibility trial","year":2022,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Family and Disability Support Research","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Red Cross Society","funders":"Cerebral Palsy Alliance; Grand Challenges Canada; Medical Research Council; Cerebral Palsy Alliance Research Foundation; London School of Hygiene and Tropical Medicine","keywords":"Medicine; Attendance; Randomized controlled trial; Intervention (counseling); Quality of life (healthcare); Family medicine; Participatory action research; Pediatrics; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008979242,0.0002019504,0.0003077166,0.0001780416,0.0003139161,0.00004977489,0.0002724505,0.00009584837,0.000102522],"category_scores_gemma":[0.000190677,0.000150154,0.00005809605,0.0003892786,0.0004900164,0.0001171755,0.0002200025,0.0004385914,7.473882e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004021622,"about_ca_system_score_gemma":0.0002733788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001274166,"about_ca_topic_score_gemma":0.0008235215,"domain_scores_codex":[0.9980813,0.0002776909,0.0003103288,0.000577426,0.0002765181,0.0004767777],"domain_scores_gemma":[0.999224,0.0003038163,0.00005639957,0.000286018,0.00003957056,0.00009019782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005826619,0.0001412161,0.9205614,0.00003482942,0.00002448248,0.000003205995,0.06632904,0.000003986648,2.596767e-7,0.00004472061,0.004557446,0.002472757],"study_design_scores_gemma":[0.01369225,0.00095826,0.6080097,0.00000136647,0.00002099423,0.00001680558,0.3762195,0.000006122291,0.000001314955,0.0003395932,0.0005424247,0.0001916347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935775,0.001280715,0.00006254624,0.00008838096,0.0007746291,0.002430168,0.0005340417,0.00001936146,0.001232636],"genre_scores_gemma":[0.9983881,0.00004220472,0.0003969786,0.00003713091,0.0001016354,0.0006177468,0.0001281225,0.00002131738,0.0002667988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3125517,"threshold_uncertainty_score":0.6123101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153042266750927,"score_gpt":0.2783134477288313,"score_spread":0.256783025061322,"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."}}