{"id":"W4386985272","doi":"10.1016/j.preghy.2023.07.116","title":"OP02_5. The social determinants of health as risk factors for pre-eclampsia: evidence from a pre-eclampsia conceptual framework","year":2023,"lang":"en","type":"article","venue":"Pregnancy Hypertension","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Eclampsia; Obstetrics; Medicine; Pregnancy","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":[0.007487765,0.0004899701,0.0003531016,0.003366771,0.001261687,0.002779041,0.002088938,0.00223277,0.03012517],"category_scores_gemma":[0.01308793,0.0002712255,0.001344034,0.005448562,0.003290489,0.00209945,0.003079602,0.002328819,0.001674957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00231086,"about_ca_system_score_gemma":0.008988227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03354644,"about_ca_topic_score_gemma":0.02202625,"domain_scores_codex":[0.9973151,0.001716506,0.0000867304,0.0001665823,0.0004783009,0.0002367431],"domain_scores_gemma":[0.984359,0.01115985,0.0009824213,0.0005051485,0.001872827,0.001120763],"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":[0.0001520242,0.0003425313,0.08275679,0.002052229,0.0002028371,0.0002120399,0.004810535,0.001135288,0.00006558281,0.7383181,0.08664332,0.08330869],"study_design_scores_gemma":[0.0003146221,0.0002785431,0.3009872,0.009088834,0.0007223307,0.0006613527,0.009615998,0.004046512,0.0002392674,0.3624314,0.3115164,0.00009756786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09646744,0.06484754,0.02619994,0.347827,0.003577772,0.0008361469,0.04923705,0.0002677532,0.4107395],"genre_scores_gemma":[0.869516,0.04169971,0.02289364,0.02685489,0.002794861,0.001865557,0.01192075,0.0001379935,0.02231672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03354644,"threshold_uncertainty_score":0.1007788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042171868184956,"score_gpt":0.3785703902716607,"score_spread":0.2743532034531651,"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."}}