{"id":"W4404560052","doi":"10.22605/rrh9106","title":"A scoping review of rural mental health and substance use nursing","year":2024,"lang":"en","type":"review","venue":"Rural and Remote Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Dalhousie University; Saskatchewan Polytechnic; University of British Columbia, Okanagan Campus; Interior Health","funders":"","keywords":"Substance use; Mental health; Nursing; Medicine; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01606615,0.001473398,0.003690122,0.02490482,0.002486663,0.004896948,0.001885169,0.003322559,0.004620505],"category_scores_gemma":[0.06026642,0.001077649,0.002967179,0.02831428,0.001916475,0.003861441,0.003557108,0.001668082,0.0006090672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007099735,"about_ca_system_score_gemma":0.04277269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01519189,"about_ca_topic_score_gemma":0.03701806,"domain_scores_codex":[0.9876968,0.004822756,0.004050162,0.00066264,0.002374402,0.0003931996],"domain_scores_gemma":[0.9500797,0.03483805,0.00596801,0.0006480336,0.007868335,0.0005979509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006894184,0.00003722937,0.0006575142,0.8193726,0.0006535302,0.0004010201,0.003766327,0.0001716737,0.0002994271,0.002108839,0.009111726,0.1633511],"study_design_scores_gemma":[0.00001457583,0.00004905532,0.001175149,0.9510477,0.00129553,0.0002481288,0.001694044,0.00004171745,0.00006742895,0.000467769,0.0438852,0.00001374153],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001156001,0.9934565,0.0004180079,0.001300566,0.0005329657,0.0009127321,0.0002154238,0.000008509269,0.001999146],"genre_scores_gemma":[0.005733576,0.990994,0.0008434114,0.0006506516,0.0001337442,0.00118494,0.0001697932,0.000003984221,0.0002859335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02490482,"threshold_uncertainty_score":0.08496696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258777042085372,"score_gpt":0.5240564633065774,"score_spread":0.3981787590980402,"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."}}