{"id":"W4414368141","doi":"10.2196/preprints.72642","title":"The Good Start Matters mHealth Parenting Program: Protocol for a Randomized Controlled Trial (Preprint)","year":2025,"lang":"en","type":"article","venue":"","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Randomized controlled trial; Psychological intervention; Intervention (counseling); Coparenting; Protocol (science)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04765913,0.007752407,0.01281938,0.003608011,0.005294697,0.007545081,0.00426806,0.009756288,0.2066199],"category_scores_gemma":[0.05802272,0.006017207,0.006269005,0.004620731,0.004231485,0.006153799,0.002507423,0.01390623,0.03457038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008290069,"about_ca_system_score_gemma":0.02368262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004753629,"about_ca_topic_score_gemma":0.008779894,"domain_scores_codex":[0.9704421,0.01745072,0.003874154,0.002641241,0.00317538,0.002416487],"domain_scores_gemma":[0.9765776,0.007794445,0.004242761,0.003355588,0.005639914,0.002389707],"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":[0.5529552,0.01940864,0.00119834,0.1039338,0.003803998,0.0007072538,0.001745408,0.004333337,0.003695669,0.02352806,0.184962,0.09972823],"study_design_scores_gemma":[0.8338466,0.013854,0.002266583,0.02071065,0.0008962941,0.0001414281,0.000397599,0.00378604,0.001500431,0.01050109,0.1118362,0.0002630455],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002561321,0.0001246789,0.0007290368,0.0001308326,0.0002780367,0.9969606,0.001085141,0.00008609602,0.0003494667],"genre_scores_gemma":[0.0002399172,0.00004700024,0.0008812869,0.00008384781,0.00002253701,0.9984829,0.00007056009,0.000003965533,0.0001679638],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2066199,"threshold_uncertainty_score":0.6912126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477916811402712,"score_gpt":0.371312392655009,"score_spread":0.3465332245409818,"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."}}