{"id":"W4405019508","doi":"10.1016/j.ecns.2024.101666","title":"Developing virtual gaming simulations for complex clients with substance use through international collaborations","year":2024,"lang":"en","type":"article","venue":"Clinical Simulation in Nursing","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College; University of Toronto","funders":"","keywords":"Substance use; Internet privacy; Psychology; Human–computer interaction; Business; Computer science; 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":[0.003973995,0.001140419,0.000288236,0.0006448584,0.002143269,0.004924106,0.002210685,0.001471967,0.01076107],"category_scores_gemma":[0.008393822,0.0004233297,0.0009167237,0.0003068378,0.002694092,0.002420384,0.008957913,0.001627782,0.001595756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507583,"about_ca_system_score_gemma":0.00269913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00121026,"about_ca_topic_score_gemma":0.00344659,"domain_scores_codex":[0.9965881,0.002573679,0.0001049587,0.000162063,0.000229885,0.000341367],"domain_scores_gemma":[0.9959385,0.00208028,0.0001950315,0.000401274,0.0002754215,0.001109409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000593928,0.004713336,0.04110433,0.001499785,0.0001436164,0.004834095,0.3931101,0.04938442,0.01520458,0.08215269,0.02595889,0.3813003],"study_design_scores_gemma":[0.0003487279,0.003205601,0.008239265,0.002137394,0.0001641398,0.007548109,0.1803424,0.05400265,0.01400455,0.05476532,0.6748998,0.0003420432],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6033732,0.0007596328,0.2305965,0.004160644,0.0004675492,0.002072833,0.0001645104,0.0013805,0.1570247],"genre_scores_gemma":[0.8316034,0.0007418314,0.1509716,0.0005292519,0.0000624327,0.0009691448,0.000186189,0.0002175782,0.01471859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01076107,"threshold_uncertainty_score":0.03599942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3250202086442329,"score_gpt":0.5690344092209404,"score_spread":0.2440142005767075,"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."}}