{"id":"W4406429066","doi":"10.2196/60764","title":"An Online Family Literacy and Wellness Program for Latino Dual Language Learners: Pilot Randomized Waitlist Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Reading and Literacy Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Preprint; Dual language; Dual (grammatical number); Literacy; Randomized controlled trial; Psychology; Medical education; Medicine; Computer science; Pedagogy; World Wide Web; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003099974,0.001742764,0.002720611,0.0009150277,0.001224161,0.001255298,0.001389205,0.002889992,0.008303637],"category_scores_gemma":[0.003353536,0.0007498654,0.002024571,0.0005896771,0.001642269,0.00174949,0.001034669,0.002584117,0.0008981036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001531893,"about_ca_system_score_gemma":0.002731206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003144678,"about_ca_topic_score_gemma":0.005954362,"domain_scores_codex":[0.9985574,0.0006557901,0.0001590916,0.0002421788,0.0001530136,0.0002326649],"domain_scores_gemma":[0.9982361,0.0005378193,0.0003646589,0.0001809534,0.000189299,0.0004912117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8599676,0.09661431,0.001619206,0.003037415,0.001434687,0.0001258719,0.0003712327,0.0002980959,0.00170903,0.0002825318,0.001231256,0.03330874],"study_design_scores_gemma":[0.9145715,0.08221234,0.001578615,0.0001573143,0.0003588378,0.00001494341,0.0001008645,0.0002216779,0.0002208334,0.0001382233,0.000414424,0.00001036702],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133924,0.003425574,0.001473425,0.001110508,0.0009260872,0.0756402,0.001402936,0.0004140474,0.002214719],"genre_scores_gemma":[0.8482381,0.002028359,0.007480082,0.00194229,0.0006166123,0.135668,0.000740597,0.00003006761,0.003255903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008303637,"threshold_uncertainty_score":0.02777845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473602691023082,"score_gpt":0.3629163026279147,"score_spread":0.3381802757176839,"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."}}