{"id":"W4281715985","doi":"10.21203/rs.3.rs-1598181/v1","title":"From Design to Action: Participatory Approach to Capacity Building for Local Overdose Response","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Royal Ottawa Mental Health Centre; Ontario College of Art and Design","funders":"Health Canada","keywords":"Capacity building; Context (archaeology); Participatory action research; Opioid overdose; Participatory design; Focus group; Public relations; Business; Knowledge management; Medicine; Engineering; Political science; Computer science; Sociology; Operations management; Opioid; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1165159,0.001609811,0.001003199,0.00313434,0.01698569,0.01322578,0.006135419,0.003986854,0.009222571],"category_scores_gemma":[0.05595017,0.001084559,0.00158202,0.002089046,0.03173383,0.008246051,0.02242805,0.0056332,0.0008587186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01859358,"about_ca_system_score_gemma":0.05390647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008888322,"about_ca_topic_score_gemma":0.0134564,"domain_scores_codex":[0.834167,0.1500222,0.00202517,0.005102801,0.004634933,0.004047798],"domain_scores_gemma":[0.9068438,0.07371274,0.002426581,0.005860989,0.005653788,0.005502153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001339312,0.000806256,0.002968916,0.002471307,0.0001521753,0.001667388,0.6484659,0.008256742,0.002805709,0.1973771,0.01308967,0.1218048],"study_design_scores_gemma":[0.0002941771,0.0005108095,0.002108536,0.002505066,0.0001156468,0.000523173,0.4210195,0.009468656,0.002720292,0.3259083,0.2346562,0.0001696853],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1035134,0.001709704,0.66236,0.061408,0.0008716043,0.01672565,0.0002654334,0.0005874266,0.1525588],"genre_scores_gemma":[0.7004386,0.0008040892,0.2805146,0.002458955,0.00008429641,0.007389604,0.0001199898,0.0001269952,0.008062854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1165159,"threshold_uncertainty_score":0.6162022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9357427100832607,"score_gpt":0.759800013228539,"score_spread":0.1759426968547217,"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."}}