{"id":"W2146373152","doi":"10.2196/mhealth.3909","title":"Dose-Response Effects of the Text4baby Mobile Health Program: Randomized Controlled Trial","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Randomized controlled trial; Medicine; mHealth; Population; Descriptive statistics; Family medicine; Psychological intervention; Nursing; Environmental health","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":[0.008400337,0.002394024,0.005056691,0.001133276,0.0009670781,0.001732808,0.001932226,0.004642077,0.01462067],"category_scores_gemma":[0.01585951,0.001062462,0.0043908,0.001103914,0.002217186,0.002338863,0.001066467,0.004033972,0.00112818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166316,"about_ca_system_score_gemma":0.002881186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001628223,"about_ca_topic_score_gemma":0.002202944,"domain_scores_codex":[0.9902741,0.006593694,0.0008831368,0.001031122,0.0006021783,0.0006157744],"domain_scores_gemma":[0.990407,0.005126531,0.0023323,0.0005973698,0.0005360357,0.001000763],"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":[0.9831128,0.006620842,0.0003858709,0.001752448,0.001571255,0.00002030062,0.00004716315,0.0001274135,0.0002223363,0.0001380953,0.0003835315,0.005617921],"study_design_scores_gemma":[0.9647174,0.03266073,0.0005847228,0.0001605437,0.0009957807,0.000008015191,0.00002022828,0.00024902,0.0001373736,0.0001864773,0.0002690576,0.00001045479],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9029577,0.01360658,0.003403204,0.003261285,0.003446794,0.06455695,0.002609818,0.0004835071,0.005674227],"genre_scores_gemma":[0.8945662,0.004014088,0.00717039,0.002177521,0.001614357,0.08495006,0.0007897676,0.00004484428,0.004672913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01462067,"threshold_uncertainty_score":0.04891098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05751554788048999,"score_gpt":0.4760745339388315,"score_spread":0.4185589860583415,"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."}}