{"id":"W4406116372","doi":"10.29063/ajrh2024/v28i12.2","title":"Patient and provider perspectives on pain management during manual vacuum aspiration","year":2024,"lang":"en","type":"article","venue":"African Journal of Reproductive Health","topic":"Nausea and vomiting management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Illinois at Chicago; University of Illinois at Urbana-Champaign; Grand Challenges Canada","keywords":"Vacuum aspiration; Medicine; Randomized controlled trial; Pain relief; Pain management; Patient satisfaction; Syringe; Medical emergency; Health care; Physical therapy; Nursing; Anesthesia; Surgery; Family planning; Population; Research methodology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.004507795,0.00009762683,0.0003006978,0.0002791556,0.000577446,0.0008945116,0.0001967872,0.0004046699,0.002791823],"category_scores_gemma":[0.01988704,0.0001135397,0.0004306958,0.0002814099,0.0004328586,0.0005900462,0.0005443202,0.0007064625,0.0001300541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005573611,"about_ca_system_score_gemma":0.0007882888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377111,"about_ca_topic_score_gemma":0.001609553,"domain_scores_codex":[0.9936061,0.004895578,0.0003327485,0.0001466573,0.0006584065,0.0003604943],"domain_scores_gemma":[0.9867945,0.007867463,0.003231861,0.00017284,0.0007554043,0.001177852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003163417,0.001224547,0.7765047,0.001348521,0.0005092604,0.002274954,0.05719645,0.0007107563,0.003882765,0.001065441,0.004748035,0.1473712],"study_design_scores_gemma":[0.0005809687,0.01003633,0.8239124,0.00125304,0.000499748,0.006081037,0.1329826,0.002032716,0.001867582,0.001083411,0.01944149,0.0002287617],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920168,0.001556053,0.0003540888,0.002125071,0.00003431425,0.00005160403,0.00014897,0.000005628916,0.003707512],"genre_scores_gemma":[0.9981734,0.0007609639,0.000315976,0.0004828901,0.00002606651,0.0000245056,0.0000454536,0.000001757546,0.0001690546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004507795,"threshold_uncertainty_score":0.02383977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552280680478302,"score_gpt":0.3027484430814786,"score_spread":0.2872256362766956,"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."}}