{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001887716,0.0007567654,0.004762917,0.0002391939,0.001187238,0.00002722028,0.0002136972,0.000437633,0.00004269782],"category_scores_gemma":[0.0001022822,0.0005335091,0.0002954429,0.0007424502,0.0002476748,0.0001866759,0.0001579015,0.001694969,0.00005618073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229894,"about_ca_system_score_gemma":0.004633284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002908116,"about_ca_topic_score_gemma":0.0005311233,"domain_scores_codex":[0.9920422,0.00200923,0.003333201,0.0005704677,0.0004944892,0.001550389],"domain_scores_gemma":[0.9956776,0.0004694478,0.002031479,0.0005306112,0.0001104764,0.001180318],"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":[0.000007844111,0.000009408546,0.00000468034,0.4981248,0.00001743522,0.00000134593,0.001145238,2.415519e-9,6.1699e-9,0.0002093975,0.008105049,0.4923747],"study_design_scores_gemma":[0.0001583988,0.0001676939,0.000003415583,0.6636714,0.00009372678,0.0000746571,0.0009827396,0.000005470829,4.484333e-9,0.00006991214,0.3345339,0.0002386512],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004079957,0.9806665,0.00000804404,0.007941449,0.001584574,0.009137848,0.0002556558,0.0001552496,0.0002099425],"genre_scores_gemma":[0.000001873726,0.9920157,0.0008741503,0.005139598,0.0003482682,0.00003317983,0.0003796784,0.000110304,0.001097227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4921361,"threshold_uncertainty_score":0.9997116,"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."}}