{"id":"W3001718831","doi":"10.1111/add.14950","title":"Commentary on Ho <i>et al</i>. (2020): Managing people with HIV and drug problems is complex and multi‐faceted","year":2020,"lang":"en","type":"letter","venue":"Addiction","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Medicine; Public health; Stigma (botany); Human immunodeficiency virus (HIV); Mental health; Public relations; Psychiatry; Psychology; Political science; Economic growth; Nursing; Family medicine; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001235381,0.0004709127,0.0006173202,0.0001741811,0.0001861985,0.00006904907,0.00009142904,0.0001704465,0.0001758775],"category_scores_gemma":[0.00001577122,0.0004084218,0.0000480381,0.0002377122,0.0001141636,0.0001349863,0.0001090296,0.001645652,0.00006519572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109381,"about_ca_system_score_gemma":0.00003316948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005550928,"about_ca_topic_score_gemma":0.0001810222,"domain_scores_codex":[0.9978504,0.0001413702,0.0003225424,0.0008130302,0.0005093233,0.0003632871],"domain_scores_gemma":[0.9990308,0.0001403947,0.0002019282,0.0003899378,0.00006144688,0.00017546],"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":[0.0001399821,0.00005594657,0.002913833,0.0003518645,0.0002800338,0.0002402624,0.005593894,0.000007650758,0.0001684152,5.362321e-7,0.9861406,0.004106947],"study_design_scores_gemma":[0.00333046,0.0005407995,0.003876199,0.0007315519,0.0005071086,0.0001478797,0.001211255,0.005434157,0.00004909012,0.000008495987,0.983741,0.0004219411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005943125,0.0003773881,0.0002906576,0.9904854,0.0001531637,0.001255497,0.0004420622,0.0002745339,0.000778223],"genre_scores_gemma":[0.01262208,0.0009399016,0.001289947,0.9776793,0.0006383266,0.00008249349,0.005463377,0.0001416421,0.001142996],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01280611,"threshold_uncertainty_score":0.9998367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545851521457802,"score_gpt":0.2804648491541842,"score_spread":0.2550063339396061,"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."}}