{"id":"W4409000133","doi":"10.32920/ihtp.v5i1.2312","title":"Exploration of student nurses’ perceptions towards individuals with opioid use disorders in Scotland: A mixed method investigation","year":2025,"lang":"en","type":"article","venue":"International Health Trends and Perspectives","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Psychology; Opioid; Clinical psychology; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008941601,0.0004115932,0.0007033666,0.001433803,0.002261172,0.001971826,0.0008117209,0.0007412893,0.0023311],"category_scores_gemma":[0.009544684,0.0006219107,0.0008947013,0.0009296391,0.001320469,0.001219961,0.002399423,0.0009829473,0.0003160308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00242894,"about_ca_system_score_gemma":0.00468122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006918939,"about_ca_topic_score_gemma":0.02097364,"domain_scores_codex":[0.9961485,0.001809908,0.0004000211,0.0002049528,0.0007743335,0.0006622095],"domain_scores_gemma":[0.9945431,0.00224285,0.001265661,0.0002545675,0.001126835,0.0005670465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000661399,0.004008334,0.5867235,0.00137161,0.0001206055,0.001490683,0.3587027,0.00007997424,0.002134041,0.0005520881,0.001023882,0.04313106],"study_design_scores_gemma":[0.00009276263,0.006131128,0.3746963,0.0008049111,0.00009994398,0.000645384,0.6115855,0.0003700662,0.0007482143,0.0002277453,0.004540158,0.00005782703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989414,0.000112068,0.0001347491,0.0001010667,0.000008560542,0.0003560009,0.00004516002,0.00000157694,0.0002993232],"genre_scores_gemma":[0.9963745,0.0004559571,0.0008358108,0.0003323212,0.00001828354,0.001239181,0.00008734543,0.000002663645,0.0006539042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008941601,"threshold_uncertainty_score":0.0472883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04456431969949473,"score_gpt":0.4098335528552299,"score_spread":0.3652692331557352,"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."}}