{"id":"W4415485139","doi":"10.2196/72642","title":"The Good Start Matters mHealth Parenting Program: Protocol for a Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; BC Children's Hospital","funders":"","keywords":"mHealth; Randomized controlled trial; Protocol (science); Telemedicine; eHealth; Research design; Intention-to-treat analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.05586647,0.008431188,0.01536488,0.004117112,0.005941514,0.007820146,0.004792016,0.009633216,0.1510027],"category_scores_gemma":[0.05148106,0.005577727,0.006572398,0.00548198,0.005378684,0.00595548,0.002800113,0.01423209,0.02353716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009776996,"about_ca_system_score_gemma":0.02667862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004995558,"about_ca_topic_score_gemma":0.009432008,"domain_scores_codex":[0.9676982,0.018272,0.004294855,0.002799602,0.003946931,0.002988496],"domain_scores_gemma":[0.9739869,0.007868303,0.004757464,0.003805293,0.006812089,0.002770089],"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":[0.6662028,0.0258838,0.001341787,0.09076614,0.004001295,0.0007437041,0.001805658,0.004619138,0.003864906,0.01893992,0.09589098,0.08593991],"study_design_scores_gemma":[0.8676986,0.01780092,0.002129116,0.01440921,0.001090338,0.0001218676,0.0004382723,0.00373338,0.001458891,0.008357377,0.08252631,0.0002357149],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002544308,0.00009978534,0.000611891,0.00008093334,0.0001750467,0.9978517,0.0006101394,0.00006368283,0.0002523718],"genre_scores_gemma":[0.0002574505,0.00004477797,0.0008963549,0.0000538227,0.00001734311,0.9985322,0.00005237267,0.000003488567,0.0001422787],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1510027,"threshold_uncertainty_score":0.5051545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2779646405642346,"score_gpt":0.67174050899406,"score_spread":0.3937758684298254,"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."}}