{"id":"W4213274270","doi":"10.2196/preprints.37359","title":"The Effectiveness of Interactive Text Messaging and Structured Psychosocial Support Groups on Developmental Milestones of Children From Adolescent Pregnancies in Kenya: Quasi-Experimental Study (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychosocial; Attendance; Developmental Milestone; Intervention (counseling); Medicine; Checklist; Family medicine; Psychology; Nursing; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004374739,0.0006616924,0.001123506,0.0005183396,0.001834484,0.0006932559,0.0008819561,0.0008302321,0.002791931],"category_scores_gemma":[0.0042715,0.0008662257,0.0008702248,0.0003747822,0.0009687625,0.0007434272,0.0006571117,0.001122474,0.000317553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115434,"about_ca_system_score_gemma":0.002642647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005498933,"about_ca_topic_score_gemma":0.01105423,"domain_scores_codex":[0.9976416,0.001339278,0.0002128157,0.000250486,0.0001988821,0.0003570974],"domain_scores_gemma":[0.996879,0.001512672,0.0005615152,0.0001507403,0.0001885091,0.0007076568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.08273081,0.7075137,0.06895802,0.003262454,0.0005172103,0.0005453468,0.0196523,0.0005742962,0.01267377,0.0004584025,0.001011083,0.1021026],"study_design_scores_gemma":[0.04035816,0.7541966,0.1897656,0.0004006659,0.0006512191,0.00008606469,0.007319704,0.0004608115,0.004295885,0.0001561258,0.002238306,0.00007081008],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997683,0.00008052958,0.00004521666,0.00003519023,0.00001340052,0.00177052,0.00005087542,0.000002930256,0.0003182526],"genre_scores_gemma":[0.9876634,0.0004055146,0.001943746,0.0001247468,0.00005953711,0.008797844,0.0001060653,0.000002217807,0.0008967863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005498933,"threshold_uncertainty_score":0.02313614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02437474274923271,"score_gpt":0.3949086574174383,"score_spread":0.3705339146682056,"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."}}