{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009694307,0.002105757,0.00325108,0.002098652,0.006999364,0.007149993,0.009985828,0.06707954,0.02263253],"category_scores_gemma":[0.0573811,0.001705615,0.003377892,0.002338771,0.006355898,0.009171615,0.004060626,0.06685022,0.01629159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009284302,"about_ca_system_score_gemma":0.01712539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03605593,"about_ca_topic_score_gemma":0.04184348,"domain_scores_codex":[0.9909604,0.002854279,0.0008864821,0.001145646,0.003063965,0.001089245],"domain_scores_gemma":[0.9639261,0.02012012,0.002263406,0.0007693378,0.008598953,0.004322143],"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":[0.00001405106,0.000003707991,0.00002078494,0.0001045254,0.000005513242,0.00004324689,0.00004819334,0.000007528224,0.00001203405,0.0002325082,0.9984922,0.001015683],"study_design_scores_gemma":[0.00009349437,0.00004270849,0.0004472259,0.002137936,0.00004607582,0.000313808,0.0006109773,0.0001120183,0.000120582,0.002650014,0.9933414,0.00008369367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005161706,0.001940929,0.00004876205,0.9050391,0.09165997,0.00003474509,0.0002223986,0.00004159418,0.0009609048],"genre_scores_gemma":[0.0003571839,0.001143223,0.00005560557,0.9606721,0.03502903,0.0000713859,0.00004655742,0.00002892032,0.002595926],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06707954,"threshold_uncertainty_score":0.0757134,"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."}}