{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007900446,0.0008692261,0.001006729,0.000984217,0.001300553,0.002106226,0.0008464955,0.001101893,0.003462848],"category_scores_gemma":[0.0201981,0.001339713,0.001384238,0.0008478464,0.0005818537,0.001550806,0.001306482,0.001847795,0.001486978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008339857,"about_ca_system_score_gemma":0.001352073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004712665,"about_ca_topic_score_gemma":0.006152134,"domain_scores_codex":[0.9941272,0.003538397,0.0005672573,0.0005707928,0.0009131234,0.0002832312],"domain_scores_gemma":[0.9874852,0.005055807,0.003233742,0.001167409,0.002010039,0.001047819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03223797,0.02859939,0.8923527,0.0004426127,0.0009063727,0.0001516133,0.004954491,0.0003152303,0.001202956,0.0002784484,0.001496733,0.03706147],"study_design_scores_gemma":[0.003525892,0.05457944,0.9301496,0.000188122,0.001020085,0.0002813668,0.00432642,0.001763214,0.001414103,0.0002047739,0.002417393,0.0001296472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975788,0.00007506007,0.0003182937,0.00005249195,0.00001980847,0.0009778504,0.0003550559,0.00001319417,0.0006094831],"genre_scores_gemma":[0.9871883,0.0003192541,0.004029695,0.000373504,0.00005805931,0.004352026,0.001073586,0.00003568835,0.002569959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007900446,"threshold_uncertainty_score":0.04178208,"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."}}