{"id":"W4384934519","doi":"10.3389/frph.2023.1201087","title":"Challenges and barriers to HIV care engagement and care cascade: viewpoint","year":2023,"lang":"en","type":"article","venue":"Frontiers in Reproductive Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vitalité Health Network; Université de Montréal","funders":"","keywords":"Human immunodeficiency virus (HIV); Health care; Due diligence; Face (sociological concept); Process (computing); Nursing; Medicine; Psychology; Public relations; Business; Political science; Sociology; Family medicine; Computer science","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":[0.01602348,0.0005658304,0.0008392911,0.0009461977,0.007011533,0.01058874,0.003509964,0.008627159,0.003077427],"category_scores_gemma":[0.02671544,0.000473694,0.0006669912,0.0006355509,0.02382908,0.01353921,0.01324923,0.01319449,0.0006497186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007798543,"about_ca_system_score_gemma":0.02296261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008952471,"about_ca_topic_score_gemma":0.01029005,"domain_scores_codex":[0.9814369,0.01290435,0.0004771607,0.0009391457,0.002440117,0.001802374],"domain_scores_gemma":[0.9737672,0.01560568,0.002185238,0.0008558846,0.002951027,0.004634955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001391917,0.0004417122,0.01603015,0.002301365,0.0000988921,0.003772318,0.1081752,0.001053983,0.0008913642,0.7194239,0.06530385,0.08236811],"study_design_scores_gemma":[0.00008015001,0.0004037402,0.008642991,0.005647729,0.00011484,0.005305942,0.3317719,0.00155498,0.0007437561,0.3941461,0.2514529,0.0001349531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0225152,0.0140864,0.003469717,0.9321011,0.001462413,0.00007718506,0.00004573369,0.00002084433,0.02622134],"genre_scores_gemma":[0.8269073,0.02777848,0.006610055,0.1295164,0.003047261,0.0003825841,0.00006426982,0.00005458704,0.005639127],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01602348,"threshold_uncertainty_score":0.08474123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05632266688679315,"score_gpt":0.3734102387038914,"score_spread":0.3170875718170982,"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."}}