{"id":"W4417020642","doi":"10.1111/add.70273","title":"HEALing communities study results, questions and implications","year":2025,"lang":"en","type":"editorial","venue":"Addiction","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Opioid overdose; (+)-Naloxone; Opioid use disorder; Harm reduction; Heroin; Opioid; Drug overdose; Addiction; Polysubstance dependence","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":[0.0001764896,0.0001977985,0.000314174,0.0002361911,0.0003399894,0.00004201468,0.00006543435,0.0002853549,0.00001025568],"category_scores_gemma":[0.0002966023,0.0001929111,0.00005139415,0.0001755045,0.00004439083,0.00004932302,0.00006639599,0.0005646436,0.000009741404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002295786,"about_ca_system_score_gemma":0.0003893127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004861681,"about_ca_topic_score_gemma":0.0009846513,"domain_scores_codex":[0.9989313,0.0001031228,0.000343785,0.0002469704,0.000237354,0.0001374564],"domain_scores_gemma":[0.998396,0.0005265853,0.0001147153,0.0006197956,0.0002792899,0.00006357187],"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":[0.0001094767,0.0006556175,0.0009202381,0.00006678461,0.0003259331,0.000001823735,0.001803144,0.000003078534,0.000001670373,0.00005054253,0.9921897,0.003872013],"study_design_scores_gemma":[0.002686678,0.0007861046,0.02590855,0.0006053194,0.001495069,0.000002718922,0.003958547,0.00002312353,0.000002192269,0.00007378211,0.9643066,0.0001513221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00894153,0.006859387,0.0001686575,0.004295356,0.9604184,0.003676194,0.004346584,0.0007672601,0.01052665],"genre_scores_gemma":[0.1439126,0.01603527,0.000867678,0.0001825676,0.7782996,0.002058724,0.04538309,0.0001309051,0.01312959],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1821188,"threshold_uncertainty_score":0.7866685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647860570564359,"score_gpt":0.3284100068301428,"score_spread":0.3119314011244992,"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."}}