{"id":"W1977545335","doi":"10.1016/j.sapharm.2014.09.004","title":"Prescribing by pharmacists in Alberta and its relation to culture and personality traits","year":2014,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Pharmacists Association; University of Waterloo; University of Alberta","funders":"Alberta College of Pharmacy","keywords":"Relation (database); Big Five personality traits; Psychology; Personality; Social psychology; Clinical psychology; Computer science; Data mining","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001376293,0.0002616474,0.0003167466,0.001741871,0.002802363,0.001866417,0.001253203,0.0007606292,0.001810959],"category_scores_gemma":[0.004587116,0.000447171,0.0004674646,0.003784756,0.001120043,0.0005957272,0.001308887,0.001436571,0.0001999896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01242273,"about_ca_system_score_gemma":0.01478057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9390233,"about_ca_topic_score_gemma":0.9714549,"domain_scores_codex":[0.9984574,0.0003946249,0.00009619942,0.0001455634,0.0004450673,0.0004612282],"domain_scores_gemma":[0.9945195,0.0009906917,0.001495871,0.000138743,0.001225151,0.001630108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004017239,0.00006268232,0.9967952,0.000004737612,0.00001950817,0.00007445925,0.001456862,0.00003787219,0.00004463443,0.00003589259,0.00009962809,0.001328354],"study_design_scores_gemma":[0.000002887585,0.0000269291,0.9956357,0.00001099374,0.000006201666,0.00004113421,0.004014298,0.000113334,0.00001470864,0.00001990044,0.0001085153,0.000005440697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990448,0.0001073292,0.00002035193,0.0001672362,0.000003645251,0.000004957915,0.0001162066,0.000001713403,0.0005337034],"genre_scores_gemma":[0.9989341,0.0001640949,0.00007183628,0.00008574307,0.000005355979,0.00000513486,0.0001323528,0.000002665056,0.0005986226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06097668,"threshold_uncertainty_score":0.1226715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4954619517524158,"score_gpt":0.5699795818866413,"score_spread":0.07451763013422558,"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."}}