{"id":"W3110719530","doi":"10.2196/18607","title":"A Chatbot for Perinatal Women’s and Partners’ Obstetric and Mental Health Care: Development and Usability Evaluation Study","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korea Health Industry Development Institute","keywords":"Chatbot; Usability; Facilitator; Medicine; Medical education; Psychology; Nursing; Internet privacy; World Wide Web; Computer science; Social psychology; Human–computer interaction","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":[],"consensus_categories":[],"category_scores_codex":[0.0007800388,0.0001360955,0.000244013,0.00005925694,0.0001744623,0.00005322061,0.00008012458,0.00007130644,0.0001157071],"category_scores_gemma":[0.0002238289,0.0001217028,0.00001926484,0.0001218531,0.0001368968,0.0002085238,0.0001551261,0.0001420481,0.00001336536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002923887,"about_ca_system_score_gemma":0.0001734534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007340795,"about_ca_topic_score_gemma":0.00001919654,"domain_scores_codex":[0.9981827,0.00007529376,0.0007423213,0.0001753954,0.0005117759,0.0003125161],"domain_scores_gemma":[0.9989145,0.00011755,0.0001466824,0.0001043043,0.00004938532,0.0006675269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001144674,0.0003692535,0.006017486,0.001200622,0.00005054958,9.243951e-7,0.4797936,4.525648e-8,6.073957e-8,0.0004171408,0.001241727,0.5107941],"study_design_scores_gemma":[0.01648577,0.01265515,0.1593219,0.0002323732,0.00002802879,0.00008829201,0.7180194,0.00489838,0.00000972463,0.0002478443,0.08739947,0.0006136175],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937868,0.0005644811,0.00008605741,0.00217933,0.0002723403,0.002638835,0.00004984655,0.0000368734,0.0003854437],"genre_scores_gemma":[0.9963754,0.000005132004,0.0006269292,0.001660717,0.00002824017,0.00121744,0.00004946485,0.000008733876,0.00002789009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5101805,"threshold_uncertainty_score":0.4962895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07839033708394397,"score_gpt":0.4481900191662668,"score_spread":0.3697996820823228,"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."}}