{"id":"W7165555702","doi":"10.2196/83077","title":"Evaluating the Picterus® Jaundice Pro Application for Neonatal Jaundice Screening by Parents: prospective mixed-methods study (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Jaundice; Prospective cohort study; MEDLINE; Neonatal sepsis; Disease","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":[0.001945942,0.0002086554,0.0002745569,0.00008139103,0.0006141716,0.0000783401,0.0001662155,0.0001098742,0.000004764435],"category_scores_gemma":[0.0005777146,0.0001620543,0.0000777308,0.0004758458,0.00004648256,0.00007267517,0.0002049112,0.0003648633,0.000001830476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007097577,"about_ca_system_score_gemma":0.0001624179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000088199,"about_ca_topic_score_gemma":0.000007836518,"domain_scores_codex":[0.9980472,0.0001159898,0.0005143952,0.0006182053,0.0003120604,0.0003920905],"domain_scores_gemma":[0.9983488,0.0006379698,0.0002948125,0.0003341579,0.000252265,0.000131941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002846114,0.0002319308,0.5006801,0.00107901,0.00004318657,0.000001078914,0.000755047,0.000002653192,0.0009911582,0.00003451782,0.0003300755,0.4955666],"study_design_scores_gemma":[0.0126158,0.002965647,0.8927423,0.0006213843,0.001468803,0.00005687871,0.03211969,0.02916601,0.009591253,0.001324903,0.01618614,0.001141142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493659,0.002275056,0.0420767,0.0003534736,0.0002018706,0.005377116,0.00004221357,0.00007728275,0.0002304244],"genre_scores_gemma":[0.9854562,0.00004900353,0.01118389,0.0002215631,0.0004486008,0.002068382,0.0001301288,0.00002046102,0.0004217262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4944255,"threshold_uncertainty_score":0.6608382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0297039438580801,"score_gpt":0.4303404534816269,"score_spread":0.4006365096235467,"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."}}