{"id":"W2940933786","doi":"10.1002/dys.1616","title":"Longitudinal outcomes of an individualized and intensive reading intervention for third grade students","year":2019,"lang":"en","type":"article","venue":"Dyslexia","topic":"Reading and Literacy Development","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Institute of Neurosciences, Mental Health and Addiction; Canadian Institutes of Health Research","keywords":"Fluency; Reading (process); Dyslexia; Psychology; Spelling; Phonological awareness; Intervention (counseling); Phonemic awareness; Developmental psychology; Literacy; Mathematics education; Pedagogy; Linguistics; Psychiatry","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":[0.0004436469,0.0001277271,0.0003039241,0.0001419248,0.00003563643,0.00004013989,0.0001737652,0.0000731996,0.0001034948],"category_scores_gemma":[0.00006470019,0.0001086225,0.00007963517,0.00006891954,0.00003410894,0.0001221334,0.00006517617,0.00008326564,0.00003874844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002216503,"about_ca_system_score_gemma":0.000005776928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008629511,"about_ca_topic_score_gemma":0.000007382918,"domain_scores_codex":[0.9989367,0.00007425161,0.0003389294,0.0002934258,0.0001643908,0.0001923667],"domain_scores_gemma":[0.9993019,0.00012784,0.0001757599,0.0002252892,0.0001133575,0.00005587485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001735396,0.0001771484,0.9768054,0.0000554981,0.0003169531,0.000003705782,0.011601,4.580083e-7,0.0001894217,0.003987297,0.0008685943,0.005820986],"study_design_scores_gemma":[0.002594575,0.0003460001,0.9913759,0.00009390105,0.00004508277,0.00001183255,0.002397411,0.00001759056,0.0002461139,0.0009672335,0.001768393,0.000136018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997174,0.00006297445,0.0002488499,0.00008551342,0.0008319299,0.0004322616,0.00002168354,0.00003236526,0.001110452],"genre_scores_gemma":[0.9935088,0.000002104328,0.001609996,0.0001488419,0.00002338847,0.00004786723,0.00006277318,0.00001543709,0.004580774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01457045,"threshold_uncertainty_score":0.4429499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04129560651805628,"score_gpt":0.3932693026298396,"score_spread":0.3519736961117833,"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."}}