{"id":"W4401685191","doi":"10.2196/55726","title":"The Feasibility and Acceptability of Using a Digital Conversational Agent (Chatbot) for Delivering Parenting Interventions: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR Pediatrics and Parenting","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Psychological intervention; Systematic review; mHealth; Medicine; MEDLINE; Cochrane Library; Inclusion (mineral); Psychology; eHealth; Randomized controlled trial; Medical education; Nursing; Health care; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001861329,0.0003864604,0.00148753,0.0001664759,0.0003075215,0.0003770593,0.0002609496,0.000147394,0.00003437136],"category_scores_gemma":[0.0007226692,0.000278644,0.001149302,0.0003678442,0.0001235975,0.0002125741,0.0004142969,0.0002882604,0.00001098091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001918232,"about_ca_system_score_gemma":0.0001039984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001979895,"about_ca_topic_score_gemma":0.00001241322,"domain_scores_codex":[0.9958734,0.0002430528,0.002616391,0.0006260513,0.0002523514,0.0003887418],"domain_scores_gemma":[0.9964147,0.001238266,0.001640326,0.0004184624,0.0001656029,0.0001226002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003401718,0.00009976331,0.0004962531,0.8850911,0.0001776231,0.0000012339,0.00007915848,4.081651e-8,1.93073e-9,0.0005102137,0.00008600664,0.1134552],"study_design_scores_gemma":[0.000419832,0.0002589806,0.0003023267,0.9582262,0.01192823,0.0001367531,0.0007843898,0.0001982129,3.579621e-8,0.001125068,0.02583119,0.0007887942],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008244044,0.9909585,0.0002201264,0.00001587871,0.001142841,0.005807057,0.0009058084,0.0000386001,0.00008678095],"genre_scores_gemma":[0.01030807,0.987581,0.0001074658,0.000009635659,0.0001579245,0.001445416,0.0001802454,0.00005424226,0.0001559939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1126664,"threshold_uncertainty_score":0.9999666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2107046610249088,"score_gpt":0.4800490945114758,"score_spread":0.269344433486567,"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."}}