{"id":"W4404375065","doi":"10.2196/56807","title":"Development and Refinement of a Chatbot for Birthing Individuals and Newborn Caregivers: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; A. James and Alice B. Clark Foundation","keywords":"Chatbot; Medicine; Outreach; Ethnic group; Family medicine; Nursing; Descriptive statistics; Usability; Pediatrics; World Wide Web","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":[0.04606466,0.0007802842,0.0009989028,0.001912446,0.004256214,0.002887877,0.001982008,0.00118526,0.001975229],"category_scores_gemma":[0.03482597,0.001005212,0.0008258868,0.001293425,0.001655612,0.002337136,0.00336926,0.001338707,0.0003807017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003887027,"about_ca_system_score_gemma":0.008033883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004972441,"about_ca_topic_score_gemma":0.01117163,"domain_scores_codex":[0.9834793,0.01216218,0.001127225,0.001068226,0.001176418,0.0009867122],"domain_scores_gemma":[0.9725002,0.01733053,0.002186402,0.001603651,0.004387375,0.00199174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008115868,0.008852786,0.09752399,0.003091572,0.0001252195,0.001502223,0.7123751,0.0002789529,0.003222045,0.001337407,0.001467672,0.1694114],"study_design_scores_gemma":[0.0007570625,0.01268,0.09170015,0.002614734,0.0003349077,0.001015719,0.8631003,0.003076199,0.004174635,0.001149339,0.01919975,0.0001971872],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869323,0.0003033461,0.003461261,0.000228192,0.00002391524,0.007665888,0.0001159249,0.00002690901,0.001242255],"genre_scores_gemma":[0.9331833,0.001109848,0.03814265,0.0007977712,0.00004955862,0.02440573,0.0002142136,0.00003966962,0.002057185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04606466,"threshold_uncertainty_score":0.2436161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0861319677171175,"score_gpt":0.4785385201953565,"score_spread":0.392406552478239,"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."}}