{"id":"W4391036175","doi":"10.1177/17455057231224180","title":"Improving access, understanding, and dignity during miscarriage recovery in British Columbia, Canada: A patient-oriented research study","year":2024,"lang":"en","type":"article","venue":"Women s Health","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Miscarriage; Dignity; Legislation; Pregnancy; Medicine; Abortion; Nursing; Health care; Prenatal care; Family medicine; Political science; Environmental health; Population; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001967203,0.0001334007,0.0003331302,0.0001980285,0.0006342718,0.0004528787,0.0001620851,0.00007137702,0.000360109],"category_scores_gemma":[0.00004276607,0.0002038638,0.00002055446,0.0007110051,0.00007100122,0.0002110116,0.0002184112,0.000648982,0.000005597935],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007532599,"about_ca_system_score_gemma":0.001927423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892932,"about_ca_topic_score_gemma":0.9975237,"domain_scores_codex":[0.996084,0.0006971706,0.000578241,0.0007729617,0.0005312196,0.001336436],"domain_scores_gemma":[0.9988796,0.0001754103,0.00009745313,0.0002994732,0.00003602078,0.0005120623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000302079,0.001717169,0.8588542,0.004076339,0.0001942178,0.001961492,0.06506751,6.460608e-7,0.00002458158,0.0002549241,0.02271369,0.04483316],"study_design_scores_gemma":[0.002734551,0.002323963,0.7674409,0.0007030508,0.000006441442,0.00006021669,0.2227915,0.00001205402,0.0000032901,0.0008125769,0.002771652,0.0003399024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932387,0.001340166,0.000007550391,0.0002272675,0.001290953,0.001860341,0.0001575073,0.00006627187,0.001811197],"genre_scores_gemma":[0.9968995,0.0001540653,0.000006230308,0.0003292874,0.00008716589,0.0003162937,0.00001967316,0.00004067853,0.002147084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1577239,"threshold_uncertainty_score":0.9962773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0698577829027507,"score_gpt":0.3764730463146423,"score_spread":0.3066152634118916,"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."}}