{"id":"W3199717542","doi":"10.2196/30169","title":"A Chatbot to Engage Parents of Preterm and Term Infants on Parental Stress, Parental Sleep, and Infant Feeding: Usability and Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Danone Nutricia Research; Danone","keywords":"Chatbot; Worry; Usability; Anxiety; Psychology; Distress; Medicine; Developmental psychology; Pediatrics; Clinical psychology; Psychiatry; World Wide Web; Computer science","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":[0.005351661,0.0007680734,0.0006326645,0.0007304028,0.0009100976,0.000865976,0.0007959138,0.000811531,0.00268982],"category_scores_gemma":[0.0144682,0.0004281797,0.0006919951,0.0002693929,0.0004417748,0.00100905,0.001409578,0.0005570416,0.0003827202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645822,"about_ca_system_score_gemma":0.0009576616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009925332,"about_ca_topic_score_gemma":0.002589322,"domain_scores_codex":[0.9979074,0.001374549,0.000150611,0.000209492,0.0001742442,0.0001836987],"domain_scores_gemma":[0.9896472,0.007630757,0.0003836182,0.0003725389,0.0009224679,0.001043335],"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":[0.013726,0.03805683,0.170197,0.01107961,0.000624438,0.006367166,0.1128652,0.002213073,0.0466873,0.0007625141,0.01092162,0.5864993],"study_design_scores_gemma":[0.006826409,0.179549,0.5969657,0.004322234,0.002111889,0.006908108,0.09787241,0.02996837,0.02455272,0.001760143,0.04841649,0.0007466209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912452,0.0002380339,0.00389524,0.0001640267,0.00004255241,0.003147696,0.0002749158,0.0001928562,0.0007994324],"genre_scores_gemma":[0.9532527,0.0004868011,0.03381176,0.000364601,0.0000633555,0.01027014,0.0004524315,0.00005512195,0.001243122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005351661,"threshold_uncertainty_score":0.02830261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973289040160315,"score_gpt":0.3086379166504924,"score_spread":0.2789050262488893,"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."}}