{"id":"W4285362863","doi":"10.2196/33485","title":"Co-designing Improved Communication of Newborn Bloodspot Screening Results to Parents: Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Thyroid Foundation; King's College London; Cystic Fibrosis Trust; Children's National Hospital; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Psychological intervention; Anxiety; Distress; Health professionals; Psychology; Nursing; Health care; Service (business); Medicine; Clinical psychology; Psychiatry","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":[0.03789968,0.0009868462,0.001090618,0.001589808,0.002850438,0.003039925,0.001651931,0.00146427,0.002853767],"category_scores_gemma":[0.04019979,0.0009054939,0.001235091,0.001098409,0.001470706,0.001941778,0.003011322,0.001193973,0.0004143521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003012154,"about_ca_system_score_gemma":0.005162331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001735614,"about_ca_topic_score_gemma":0.003609902,"domain_scores_codex":[0.972548,0.02168487,0.001653656,0.001519865,0.001461875,0.001131776],"domain_scores_gemma":[0.9522532,0.03660074,0.00330724,0.002354837,0.00426113,0.001222858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002712028,0.01231424,0.0541901,0.008294069,0.0004996359,0.001824713,0.7022997,0.000606322,0.004442875,0.001845055,0.001814306,0.2091569],"study_design_scores_gemma":[0.002148742,0.03808055,0.06647985,0.006973187,0.001137358,0.001791526,0.8300493,0.003084913,0.01056361,0.002536422,0.03685533,0.0002992186],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984259,0.0009469276,0.006985707,0.0003232799,0.0000598367,0.005542672,0.000152851,0.00002898933,0.001700709],"genre_scores_gemma":[0.9431613,0.001810558,0.03523805,0.0006984846,0.00006299823,0.01676003,0.0001704535,0.00003551849,0.002062606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03789968,"threshold_uncertainty_score":0.2004351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06862018603957469,"score_gpt":0.4197916298681517,"score_spread":0.351171443828577,"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."}}