{"id":"W4400454363","doi":"10.1136/sextrans-icar-2024.169","title":"P-57 Monitoring quality of life in PLWH using a patient reported outcomes (PRO) and screening tools for emotional and cognitive vulnerability","year":2024,"lang":"en","type":"article","venue":"Poster","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Cognition; Quality of life (healthcare); Quality (philosophy); Psychology; Medicine; Computer science; Psychiatry; Psychotherapist; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008057563,0.00006350556,0.0001668368,0.00004685032,0.0001784326,0.00008008469,0.00001766975,0.00003402093,0.000005336854],"category_scores_gemma":[0.001402068,0.00005485417,0.00003394831,0.00008098672,0.0001036955,0.0002567152,0.00003066567,0.00005147013,8.090262e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002064575,"about_ca_system_score_gemma":0.00005426104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00659375,"about_ca_topic_score_gemma":0.002215602,"domain_scores_codex":[0.9991307,0.0001159981,0.0002960508,0.0001788745,0.000162252,0.000116132],"domain_scores_gemma":[0.9990031,0.0007322773,0.00008048765,0.00003776012,0.0001083985,0.00003799779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002184304,0.00001564497,0.8743074,0.00007936601,0.0000398705,8.387834e-7,0.1189175,0.000001282237,0.00003096257,0.0001984419,0.000005440403,0.006381457],"study_design_scores_gemma":[0.0002178033,0.00001968574,0.9938476,0.0001411289,0.0000205841,3.10987e-7,0.004770143,0.00008296293,0.00005628506,0.0007318654,0.0000423849,0.00006924498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975761,0.0007360355,0.0007823156,0.000323016,0.0001345982,0.0003079963,0.00002131145,0.00001627472,0.0001023686],"genre_scores_gemma":[0.9992884,0.00001962416,0.0005275511,0.00002887137,0.00008332913,0.00001495184,0.000002362295,0.000003980523,0.00003096441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1195402,"threshold_uncertainty_score":0.9967822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1667435759034848,"score_gpt":0.4129928042797116,"score_spread":0.2462492283762268,"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."}}