{"id":"W4401631043","doi":"10.21203/rs.3.rs-4733054/v1","title":"In-person versus remote (mHealth) delivery for a responsive parenting intervention in rural Kenya: A cluster randomized controlled trial","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychological intervention; mHealth; Psychosocial; Intervention (counseling); Poverty; Randomized controlled trial; Mediation; Medicine; Behavior change; Psychology; Developmental psychology; Nursing; Social psychology; Economic growth; Psychiatry","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02680454,0.0004365521,0.002008866,0.003489237,0.0002472113,0.000986182,0.002177131,0.0004823756,0.00001173271],"category_scores_gemma":[0.0136769,0.0003914904,0.00104626,0.0010557,0.0002179999,0.0003108745,0.005079691,0.003414245,0.00003147949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001606911,"about_ca_system_score_gemma":0.001935704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003844199,"about_ca_topic_score_gemma":0.001484058,"domain_scores_codex":[0.9842955,0.01086726,0.00154399,0.0008002134,0.001319396,0.001173631],"domain_scores_gemma":[0.9762538,0.02093033,0.000397583,0.001280072,0.001033652,0.000104554],"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":[0.9776607,0.0001194289,0.000001808236,0.001845637,0.0001889406,0.0000874241,0.009940234,0.0001557031,0.000003144732,0.003062538,0.001286621,0.005647856],"study_design_scores_gemma":[0.7409526,0.0004669455,0.00001030774,0.006961515,0.0000264506,0.000002946775,0.00294959,0.2276088,0.00001354833,0.02055336,0.000149138,0.0003047863],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8901534,0.008801973,0.01995171,0.01303655,0.01542115,0.05047019,0.00005389331,0.0003837011,0.001727435],"genre_scores_gemma":[0.9730053,0.0008030484,0.01439819,0.0001049823,0.0008043594,0.008559757,0.00010836,0.00009976606,0.002116223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2367081,"threshold_uncertainty_score":0.9998537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073895954550963,"score_gpt":0.4309242281487383,"score_spread":0.323534632693642,"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."}}