{"id":"W4220818703","doi":"10.21203/rs.3.rs-1386036/v1","title":"Interactive Online Educational Modules Increase HIV and STI Prevention Competency Among Medical Students","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"Irving Medical Center, Columbia University; National Institutes of Health","keywords":"Curriculum; Intervention (counseling); Medicine; Pre-exposure prophylaxis; Transgender; Family medicine; Human immunodeficiency virus (HIV); Men who have sex with men; Reproductive health; Medical education; Nursing; Psychology; Syphilis; Population; Pedagogy; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008912567,0.0005088474,0.0003549647,0.0005143049,0.0003423915,0.0005731084,0.0004678656,0.0005401691,0.01166247],"category_scores_gemma":[0.004273892,0.0001810298,0.000341949,0.0002210036,0.0001566388,0.0004276245,0.00114137,0.0005965022,0.001197983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614135,"about_ca_system_score_gemma":0.0006924074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006522124,"about_ca_topic_score_gemma":0.001044604,"domain_scores_codex":[0.9995804,0.0001320351,0.00002489401,0.00004790096,0.00008685167,0.0001278976],"domain_scores_gemma":[0.9975855,0.0007862526,0.0003624987,0.00006840753,0.0001941822,0.001003136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003090166,0.1284175,0.1306551,0.001123846,0.0001126327,0.0003803057,0.003873601,0.0009945901,0.0202036,0.0002444891,0.01686114,0.694043],"study_design_scores_gemma":[0.001585186,0.03824591,0.9244646,0.0005517238,0.0001906123,0.000320459,0.002477841,0.003335036,0.01184315,0.0004632004,0.01645307,0.00006920103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961928,0.00007446195,0.0004475278,0.0003830582,0.00004632787,0.0004242175,0.00007716863,0.000155157,0.002199298],"genre_scores_gemma":[0.9875398,0.0002227444,0.008067408,0.000397172,0.00009051427,0.0006220466,0.0001893274,0.00001223142,0.00285879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01166247,"threshold_uncertainty_score":0.03901482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05267721790566594,"score_gpt":0.4909917166286007,"score_spread":0.4383144987229348,"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."}}