{"id":"W7034211051","doi":"","title":"Supporting Pregnant Persons: The Benefits of Opening a Birth Centre in London, Ontario (Dynamic Doulas of London)","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Tardigrade Biology and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pregnancy; Population; MEDLINE; Childbirth; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003571954,0.0001954578,0.0003948972,0.00006123297,0.0001675644,0.00003631129,0.0006010624,0.0002264296,0.0001944717],"category_scores_gemma":[0.00005986497,0.00009744285,0.0001697375,0.0005161105,0.0001562086,0.000394595,0.0003883981,0.0004281614,0.00001292343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166259,"about_ca_system_score_gemma":0.00009117396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005166705,"about_ca_topic_score_gemma":0.6232466,"domain_scores_codex":[0.9982505,0.000333221,0.0003548499,0.0004308271,0.0001658331,0.0004647405],"domain_scores_gemma":[0.9990568,0.0002511047,0.0003294908,0.0001559063,0.0001176257,0.00008910107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000100028,0.0001114987,0.9824215,0.00002213555,0.00004135123,0.0001222047,0.000911931,0.00003698131,0.01440347,0.00005161744,2.643695e-7,0.001777004],"study_design_scores_gemma":[0.0004906703,0.000152011,0.9900193,0.0002089098,0.00003710733,0.00003940456,0.001706375,3.544751e-7,0.005677321,0.00003848744,0.001455458,0.0001746272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984931,0.0005308291,0.000001540879,0.0004955605,0.0001258894,0.0002135175,0.00005185624,0.00002158179,0.00006606372],"genre_scores_gemma":[0.9956013,0.00008406259,0.00001390371,0.00009378379,0.00002004301,7.270941e-7,0.00004939894,0.000002206906,0.004134581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6227299,"threshold_uncertainty_score":0.3973604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05255922391938809,"score_gpt":0.2651903550473963,"score_spread":0.2126311311280082,"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."}}