{"id":"W4415819605","doi":"10.3390/technologies13110499","title":"An Open-Source Neonatal Phototherapy Device","year":2025,"lang":"en","type":"article","venue":"Technologies","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Documentation; Quality (philosophy); Irradiance; Quality management; Ultra violet","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006123882,0.0003047536,0.0003216174,0.0005789928,0.0002586066,0.0006242688,0.0008714981,0.0006955827,0.008026382],"category_scores_gemma":[0.001868739,0.0001598113,0.000429223,0.0003085039,0.0002448721,0.0006014142,0.0007125774,0.0004429154,0.001618121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004244723,"about_ca_system_score_gemma":0.0005124056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003942286,"about_ca_topic_score_gemma":0.0003630937,"domain_scores_codex":[0.9991764,0.0001217359,0.00006512462,0.0001354639,0.0004644499,0.00003679629],"domain_scores_gemma":[0.9991002,0.0002717962,0.0001457989,0.0001498266,0.0002800186,0.00005243011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006938039,0.0003812641,0.005613831,0.001738431,0.00005790851,0.001833319,0.0005638774,0.002698614,0.6254172,0.00627905,0.01829057,0.3364321],"study_design_scores_gemma":[0.0001946215,0.001883623,0.01804989,0.0003917204,0.0001619651,0.005733436,0.0001982632,0.01835943,0.7064412,0.00107674,0.2473514,0.000157741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4116342,0.007671655,0.4799761,0.001080146,0.002163229,0.002638042,0.004437232,0.01143181,0.07896759],"genre_scores_gemma":[0.7496934,0.002205325,0.2033275,0.0008870935,0.0001594974,0.001517735,0.002045203,0.0007608774,0.03940334],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008026382,"threshold_uncertainty_score":0.02685094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745716451595328,"score_gpt":0.3508428493486334,"score_spread":0.3333856848326801,"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."}}