{"id":"W4404670276","doi":"10.17615/crn8-1g14","title":"Vitamin D and Toxic Metals in Pregnancy - a Biological Perspective","year":2024,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Health Canada; National Institutes of Health","keywords":"Perspective (graphical); Pregnancy; Vitamin D and neurology; Biology; Computer science; Endocrinology; Genetics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001168437,0.00009984362,0.0001315145,0.00003783708,0.00004104956,0.0001036235,0.00008477905,0.00006782801,0.001058819],"category_scores_gemma":[0.00008920005,0.00006959598,0.00003372235,0.0002612612,0.0002848934,0.0006132536,0.0001626406,0.0001156622,0.0002051597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003714078,"about_ca_system_score_gemma":0.00001337783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001348173,"about_ca_topic_score_gemma":0.00005340448,"domain_scores_codex":[0.9992388,0.00006739687,0.0001225245,0.0002977381,0.0000972601,0.0001763149],"domain_scores_gemma":[0.9997201,0.000115728,0.00001038736,0.00009347135,0.000001202101,0.00005910622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002833163,0.0001472451,0.04978363,0.00003731093,0.0000402455,0.0002664548,0.007418747,0.00001195697,0.0153754,0.9073846,0.001217496,0.01828862],"study_design_scores_gemma":[0.0003208989,0.000367705,0.1910838,0.0001721391,0.00001935241,0.00003065149,0.001337473,0.0004894442,0.02672443,0.7637573,0.01524755,0.0004492153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430906,0.006848154,0.000308683,0.001257292,0.0001272794,0.0002140859,0.00001077883,0.0001310926,0.04801201],"genre_scores_gemma":[0.9961014,0.00004059448,0.002305303,0.0001340422,0.00002362212,0.00001708623,0.000001561458,0.000006862731,0.001369558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1436273,"threshold_uncertainty_score":0.9998543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281243874751721,"score_gpt":0.2442728470277266,"score_spread":0.2214604082802094,"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."}}