{"id":"W7117714114","doi":"10.1093/clinchem/hvaf150","title":"Unmet Clinical Needs and Remaining Challenges of Pregnancy Reference Intervals","year":2025,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; B.C. Women's Hospital & Health Centre; BC Children's Hospital; University of Calgary; Children's & Women's Health Centre of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; BC Children's Hospital","keywords":"Pregnancy; Work (physics); MEDLINE; Knowledge translation; Maternity care","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.211476,0.0007461139,0.002619945,0.00255471,0.001813849,0.00798305,0.005053341,0.004941862,0.006030735],"category_scores_gemma":[0.3989906,0.0007197947,0.0015057,0.003635531,0.00652688,0.01017935,0.005985398,0.007179406,0.001316108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005684538,"about_ca_system_score_gemma":0.02557822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008311034,"about_ca_topic_score_gemma":0.01002188,"domain_scores_codex":[0.8437583,0.111198,0.01879383,0.007514996,0.01627211,0.002462697],"domain_scores_gemma":[0.4609883,0.445893,0.01800545,0.01233624,0.05665717,0.006119838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004897124,0.00008255728,0.0100943,0.01795004,0.0002355849,0.0005181806,0.004675527,0.00128607,0.0004162017,0.04964609,0.05061489,0.8639908],"study_design_scores_gemma":[0.0001928114,0.0008119899,0.01887453,0.1098633,0.0005865569,0.0043169,0.01699856,0.003633269,0.001368171,0.1913852,0.6516066,0.0003620638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005841148,0.4870136,0.02303,0.4712,0.005280536,0.0002052653,0.0009770046,0.0002056443,0.006246743],"genre_scores_gemma":[0.1771107,0.5385098,0.1372242,0.1235853,0.01699695,0.00227993,0.002040711,0.0004519696,0.001800494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.211476,"threshold_uncertainty_score":0.9723904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2079847839846611,"score_gpt":0.4917695070247361,"score_spread":0.283784723040075,"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."}}