{"id":"W4394696392","doi":"10.14740/jcgo943","title":"Stroke Education for Obstetric Providers: A Single-Center Pilot Following a Case of Delayed Recognition of Postpartum Intracerebral Hemorrhage","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Gynecology and Obstetrics","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intracerebral hemorrhage; Stroke (engine); Obstetrics; Emergency medicine; Medical emergency; Anesthesia; Subarachnoid hemorrhage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003719572,0.0005552603,0.0005404712,0.0005846354,0.003693667,0.0008917188,0.00125954,0.001880572,0.002566221],"category_scores_gemma":[0.01141289,0.000867101,0.0005637216,0.0004306673,0.0007749688,0.0009547154,0.001321729,0.002258499,0.000588408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002600012,"about_ca_system_score_gemma":0.006003097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01735404,"about_ca_topic_score_gemma":0.02868331,"domain_scores_codex":[0.9978203,0.0009647009,0.0001219699,0.0002128518,0.0001818378,0.000698417],"domain_scores_gemma":[0.9942945,0.001549668,0.0005890314,0.0003160584,0.0008164296,0.002434298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004644761,0.2115113,0.4311683,0.001187876,0.0002044014,0.08077944,0.09419914,0.000811003,0.006681347,0.0002669354,0.00665331,0.1618922],"study_design_scores_gemma":[0.00476445,0.1731761,0.6204795,0.0006064197,0.0002597056,0.01659087,0.1694903,0.002331017,0.002746568,0.0004555349,0.008842927,0.0002565121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972772,0.00005225729,0.0001679718,0.0006191682,0.00002686552,0.001144995,0.0000520548,0.00001307968,0.0006463184],"genre_scores_gemma":[0.9928064,0.0005216076,0.00238481,0.001638211,0.00007475585,0.00167513,0.0001340022,0.00001107061,0.0007538749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01735404,"threshold_uncertainty_score":0.03450608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06450735697862678,"score_gpt":0.3608815333349285,"score_spread":0.2963741763563017,"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."}}