{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1303299,0.0006177736,0.0008873927,0.002744259,0.006455304,0.008858334,0.005557227,0.005201994,0.03260528],"category_scores_gemma":[0.2461276,0.0005432884,0.001434905,0.005221143,0.006479735,0.01003274,0.009145946,0.00600721,0.003626722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009842748,"about_ca_system_score_gemma":0.04723668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04878837,"about_ca_topic_score_gemma":0.0488314,"domain_scores_codex":[0.895657,0.06874201,0.004969043,0.003994501,0.01848017,0.008157273],"domain_scores_gemma":[0.7531092,0.1404501,0.009331647,0.008732045,0.05253128,0.03584573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009112565,0.0008200344,0.05389724,0.005526932,0.0002717,0.0004512897,0.01497854,0.0001313517,0.00008308801,0.05834295,0.6982855,0.1663002],"study_design_scores_gemma":[0.000904328,0.000497396,0.09858131,0.0364065,0.0004132522,0.0007181754,0.08515939,0.0004913415,0.0004946786,0.05925651,0.7167944,0.0002827559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01338599,0.01264161,0.0007750663,0.9136068,0.006430454,0.001029356,0.008833311,0.00006492568,0.04323253],"genre_scores_gemma":[0.3139394,0.01698187,0.007558121,0.6194315,0.007732787,0.01162293,0.007287251,0.000483642,0.01496245],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1303299,"threshold_uncertainty_score":0.6892585,"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."}}