{"id":"W2912736598","doi":"10.2196/11185","title":"Cascade Monitoring in Multidisciplinary Adolescent HIV Care Settings: Protocol for Utilizing Electronic Health Records","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Multidisciplinary approach; Protocol (science); Human immunodeficiency virus (HIV); Health records; Medicine; Health care; Medical emergency; Psychology; Nursing; Family medicine; Alternative medicine; Political science","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":[0.08219465,0.00265256,0.00248495,0.00396828,0.005709074,0.003526601,0.004166869,0.004212054,0.09237909],"category_scores_gemma":[0.09515941,0.00282852,0.003911287,0.003834958,0.002128702,0.003963371,0.004414387,0.006567886,0.01705495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007438382,"about_ca_system_score_gemma":0.03943595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004694586,"about_ca_topic_score_gemma":0.008943358,"domain_scores_codex":[0.9423983,0.03535894,0.01205867,0.002529589,0.005306963,0.002347652],"domain_scores_gemma":[0.9164026,0.0214113,0.009196259,0.01536444,0.03346957,0.004155944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03306586,0.01507111,0.0112429,0.03575237,0.0009231885,0.001291827,0.009652592,0.005249548,0.004432013,0.03299205,0.4675663,0.3827603],"study_design_scores_gemma":[0.06049089,0.008861136,0.03251953,0.02748417,0.0005754333,0.0004892436,0.00533982,0.007478474,0.00618086,0.01858847,0.8313871,0.0006048385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007981841,0.00004945153,0.004216137,0.0003465828,0.0001251647,0.9884712,0.004033881,0.0001372394,0.001822147],"genre_scores_gemma":[0.0005912962,0.00005591309,0.00702545,0.0001368664,0.00001816437,0.9913117,0.0005249621,0.000009565474,0.0003262149],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09237909,"threshold_uncertainty_score":0.434692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1809335545469322,"score_gpt":0.5781194710482928,"score_spread":0.3971859165013605,"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."}}