{"id":"W4389096507","doi":"10.24908/pocus.v8i2.16855","title":"Rekindling the Relevance of Obstetrical Transvaginal Point of Care Ultrasound: Overcoming Barriers to Ensure Patient-Centered Care","year":2023,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transvaginal ultrasound; Relevance (law); Medicine; Point of care ultrasound; Nursing; Obstetrics; Ultrasound; Radiology; Political science; Emergency department","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001502559,0.0001106671,0.0002696269,0.0001714323,0.0001723761,0.00001405587,0.000139887,0.00005084915,0.000341764],"category_scores_gemma":[0.0005769063,0.00007384613,0.0002340501,0.0003376107,0.00004434056,0.00005161153,0.00002710902,0.0003932769,0.000008857699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111841,"about_ca_system_score_gemma":0.0001283715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009063685,"about_ca_topic_score_gemma":0.00002344235,"domain_scores_codex":[0.9985281,0.00008044631,0.0005752092,0.0001246555,0.0004264366,0.0002651717],"domain_scores_gemma":[0.9987851,0.0001787153,0.0001890709,0.0001751361,0.000347123,0.0003249038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008244555,0.0003736341,0.3026966,0.02295847,0.0006419204,0.001487648,0.3182005,0.001241637,0.04685006,0.0007200676,0.005007814,0.2915771],"study_design_scores_gemma":[0.0128133,0.01258408,0.2908245,0.01649686,0.0004634944,0.006889001,0.2257454,0.00023456,0.1094174,0.0006875875,0.3228973,0.0009464978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952868,0.001395329,0.00009174037,0.0009215128,0.0006040772,0.0008555098,0.0001678787,0.0000180304,0.0006591736],"genre_scores_gemma":[0.999207,0.00007069128,0.0002820937,0.0001251425,0.0001060499,0.00003435169,0.000005834571,0.00001578618,0.0001531145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3178895,"threshold_uncertainty_score":0.3742076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245762910639454,"score_gpt":0.316515389587444,"score_spread":0.2940577604810494,"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."}}