{"id":"W4392744832","doi":"10.32920/25403623.v1","title":"Are Midwifery Clients in Ontario Making Informed Choices About Prenatal Screening?","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obstetrics; Medicine; Nursing; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001684567,0.0001254839,0.0002331076,0.0003588151,0.006201259,0.001610075,0.001075206,0.0007822154,0.009944434],"category_scores_gemma":[0.009083814,0.0004427031,0.0001855639,0.00134986,0.002023753,0.0008733573,0.001507345,0.0008160706,0.0005336013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02590578,"about_ca_system_score_gemma":0.05745084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9609768,"about_ca_topic_score_gemma":0.9783297,"domain_scores_codex":[0.9975273,0.0004768094,0.0001032249,0.0001668954,0.0007263087,0.0009994167],"domain_scores_gemma":[0.992272,0.001600102,0.00181489,0.0001967184,0.001424722,0.002691461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002877247,0.0002085148,0.7808428,0.0004031209,0.00002279397,0.001943708,0.111103,0.0001261538,0.001318191,0.001266483,0.01651779,0.08595973],"study_design_scores_gemma":[0.00004388061,0.0001634368,0.7180425,0.0005047934,0.00003120633,0.0004589788,0.2567285,0.0002841251,0.000254323,0.0004758,0.02295795,0.00005451462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647757,0.001266007,0.0001312757,0.01977306,0.00004652971,0.00007757381,0.0003382057,0.00001356055,0.01357801],"genre_scores_gemma":[0.9905256,0.001822149,0.0002586979,0.002645238,0.00001606533,0.00005668398,0.00009180908,0.00000653331,0.004577231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03902316,"threshold_uncertainty_score":0.1879605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04729635396666142,"score_gpt":0.3215154592244249,"score_spread":0.2742191052577635,"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."}}