{"id":"W4414778596","doi":"10.1016/j.actpsy.2025.105636","title":"Pharmacists' knowledge and attitudes regarding their role in depression management: Insights into opportunities for improved practices","year":2025,"lang":"en","type":"article","venue":"Acta Psychologica","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Princess Nourah Bint Abdulrahman University","keywords":"Depression (economics); Mental health; Pharmacy; Community pharmacy; Mental illness; Focus group; Pharmacy practice","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003092021,0.0002194656,0.0002573629,0.00026349,0.0002955223,0.00006487624,0.0002806508,0.0001392154,0.0001226791],"category_scores_gemma":[0.00001942152,0.000160009,0.00004946522,0.0001889797,0.00007180346,0.0002796077,0.0001399187,0.0001561274,0.000008490891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004645977,"about_ca_system_score_gemma":0.000007727573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002704748,"about_ca_topic_score_gemma":0.00004034177,"domain_scores_codex":[0.9985956,0.000153107,0.0003225955,0.0005626885,0.00004581465,0.0003202113],"domain_scores_gemma":[0.9990153,0.000321491,0.0002463628,0.0003164184,0.00002875296,0.00007168226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001712324,0.001659853,0.02485362,0.0004496108,0.0002910194,0.00003948572,0.0042188,8.698314e-8,0.001756117,0.004831027,0.01584182,0.9443462],"study_design_scores_gemma":[0.01332673,0.0006050432,0.3171273,0.0005445183,0.0001797091,0.00002109513,0.0111057,0.0001803116,0.001801086,0.01699948,0.6373765,0.0007325377],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.795343,0.009407626,0.00004532444,0.0008623239,0.0007195048,0.001239085,0.000006113669,0.00008126627,0.1922958],"genre_scores_gemma":[0.9893631,0.002198528,0.0004345212,0.0009184386,0.0000605726,0.0008104398,0.00003089634,0.00001440078,0.006169143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9436137,"threshold_uncertainty_score":0.6524978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178349521985753,"score_gpt":0.4491711146661653,"score_spread":0.33133616246759,"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."}}