{"id":"W4300689352","doi":"10.1177/11782218221126881","title":"Engaging Community Partners to Understand and Respond to Substance Use and Addiction Crisis Facing Families in Prince Albert, Saskatchewan","year":2022,"lang":"en","type":"article","venue":"Substance Abuse Research and Treatment","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Polytechnic; University of Saskatchewan; Prince Albert Grand Council","funders":"Saskatchewan Health Research Foundation","keywords":"Addiction; Substance use; Psychological intervention; Community engagement; Public health; Mental health; Psychology; Public relations; Nursing; Medicine; Psychiatry; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00465466,0.0001935132,0.0002926134,0.0006582295,0.004323409,0.00007915343,0.0001537311,0.00004802993,0.00004500989],"category_scores_gemma":[0.0003004076,0.0001841235,0.00001394839,0.001356054,0.0001734352,0.0004107339,0.0001406338,0.0008843507,0.000008881143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001935484,"about_ca_system_score_gemma":0.0004099121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01509364,"about_ca_topic_score_gemma":0.3764375,"domain_scores_codex":[0.9934683,0.003742728,0.000494257,0.0005269866,0.0006572814,0.001110403],"domain_scores_gemma":[0.9939041,0.004732018,0.0000831978,0.0004501194,0.0001588144,0.000671769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000686045,0.0000841823,0.2354154,0.00006120263,0.00001998614,0.00002497764,0.7585553,0.00004490216,0.000530862,0.0001585645,0.001334038,0.003084509],"study_design_scores_gemma":[0.002474868,0.0009461654,0.1473702,0.000185149,0.000006395116,0.000004307192,0.8258936,0.00003605953,0.0002864137,0.0003376349,0.02223714,0.0002220827],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914134,0.000308801,0.0001011276,0.005804723,0.00005234806,0.001998182,0.0001673398,0.00003560644,0.0001184705],"genre_scores_gemma":[0.9943303,0.001774739,0.0006227165,0.001547939,0.00001938018,0.0008562668,0.00001043665,0.00002142697,0.0008168351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3613439,"threshold_uncertainty_score":0.9969728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6292527026540965,"score_gpt":0.6105826962204304,"score_spread":0.01867000643366612,"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."}}