{"id":"W4407266368","doi":"10.52609/jmlph.v5i2.159","title":"Health-Harming Legal Needs Identified by People with HIV","year":2025,"lang":"en","type":"article","venue":"The Journal of Medicine Law & Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Mental Health","keywords":"Human immunodeficiency virus (HIV); Business; Environmental health; Psychology; Public relations; Medicine; Political science; Virology","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":[0.004039246,0.0001928809,0.0003381941,0.0009288538,0.003312577,0.001814973,0.0005948867,0.0009541001,0.003745221],"category_scores_gemma":[0.01368397,0.0002784294,0.000246374,0.0009010664,0.001994289,0.002311699,0.00449084,0.001281913,0.0001986678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406863,"about_ca_system_score_gemma":0.003698273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006072622,"about_ca_topic_score_gemma":0.01040456,"domain_scores_codex":[0.9957736,0.00249659,0.0002744355,0.000257453,0.000659582,0.0005384003],"domain_scores_gemma":[0.9948432,0.002353549,0.001619808,0.0001655161,0.0003560089,0.0006618837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001511002,0.000520615,0.3460779,0.001796062,0.00006207098,0.001876628,0.5228173,0.0001153108,0.0007522291,0.003335449,0.008395445,0.1140999],"study_design_scores_gemma":[0.00002771022,0.0003261681,0.1799582,0.001788073,0.00003585997,0.002189523,0.7970829,0.000162746,0.0003394615,0.002550536,0.01549456,0.00004417153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871611,0.001358389,0.0002299014,0.004575595,0.00004154492,0.0001910645,0.0002191123,0.000006745518,0.006216474],"genre_scores_gemma":[0.9959219,0.001171164,0.0004692856,0.001524834,0.0000334759,0.0002185736,0.0001111796,0.000002260482,0.0005474357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006072622,"threshold_uncertainty_score":0.02136183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03029558823778536,"score_gpt":0.3765760161065368,"score_spread":0.3462804278687515,"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."}}