{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008925431,0.0007449452,0.0009274693,0.001403583,0.0008728693,0.0008384523,0.0007346464,0.0007415607,0.001338034],"category_scores_gemma":[0.0134195,0.0004257391,0.0007972156,0.0005873871,0.0005709436,0.0009254519,0.001163079,0.0004181839,0.0002578274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007406771,"about_ca_system_score_gemma":0.001149128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001538175,"about_ca_topic_score_gemma":0.002915377,"domain_scores_codex":[0.9960991,0.002502554,0.0003751334,0.0003280404,0.000455098,0.0002399757],"domain_scores_gemma":[0.9864544,0.008986961,0.0004957803,0.0005543521,0.002766261,0.0007422212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01047447,0.04378954,0.1428326,0.01224745,0.0008269978,0.003596517,0.1080443,0.004142852,0.08046199,0.001048824,0.006742914,0.5857916],"study_design_scores_gemma":[0.004481275,0.157847,0.6515304,0.002553586,0.002336526,0.00391685,0.06668861,0.03472859,0.04319771,0.0005712712,0.03159119,0.0005569585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936938,0.0001509119,0.003037203,0.00003905994,0.00001440225,0.002295968,0.0001000165,0.00009555993,0.0005730046],"genre_scores_gemma":[0.9604445,0.0004024263,0.03127029,0.0001282021,0.00002304851,0.005528752,0.000506759,0.00005812027,0.001637886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008925431,"threshold_uncertainty_score":0.04720277,"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."}}