{"id":"W3048017966","doi":"10.29173/hsi298","title":"Shedding light on maternal sunlight exposure during pregnancy and considerations for public health policy","year":2020,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Birth, Development, and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sunlight; Pregnancy; Medicine; Environmental health; Public health; Epidemiology; Obstetrics; Physiology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007662133,0.000189363,0.0004213691,0.0003931477,0.001677032,0.0001463199,0.0001254173,0.00006532017,0.00002919645],"category_scores_gemma":[0.0004302298,0.0001634153,0.00003822315,0.0006732521,0.0003132507,0.0003508652,0.00007307645,0.0002553061,0.00001479956],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004878731,"about_ca_system_score_gemma":0.008210497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009487232,"about_ca_topic_score_gemma":0.00004024524,"domain_scores_codex":[0.9970791,0.00004291533,0.00062874,0.0006462564,0.0005071319,0.001095867],"domain_scores_gemma":[0.9975685,0.00005818359,0.0002571553,0.0002400311,0.0001623294,0.001713746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000223435,0.0003991366,0.142305,0.01096863,0.00003870665,0.00006587274,0.09970684,0.000006081457,0.004017384,0.7014111,0.008945829,0.03191203],"study_design_scores_gemma":[0.007348349,0.006171927,0.9498526,0.004758818,0.0000129253,0.0008773622,0.004644603,0.0007848738,0.007463847,0.00959117,0.007660765,0.0008327064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4345187,0.001216674,0.0004003921,0.5610676,0.0005045879,0.001536085,0.00001571926,0.0001632485,0.0005770142],"genre_scores_gemma":[0.9436538,0.007618804,0.005252711,0.04262426,0.0007292092,0.00007017654,0.00000547167,0.00002257569,0.00002299442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8075476,"threshold_uncertainty_score":0.9996226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1424856312898244,"score_gpt":0.3942971287739941,"score_spread":0.2518114974841697,"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."}}