{"id":"W2898264472","doi":"10.1186/s13104-018-3869-5","title":"A simulated patient evaluation of pharmacist’s performance in a men’s mental health program","year":2018,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Movember Foundation","keywords":"Pharmacist; Medicine; Pharmacy; Mental health; Family medicine; Promotion (chess); Nursing; Psychiatry","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":[0.004474672,0.00007426034,0.0001825216,0.0001363614,0.0001516147,0.00001463853,0.00006719358,0.00002889444,0.0002963932],"category_scores_gemma":[0.001354444,0.00005618202,0.00002977828,0.0004900576,0.0002155138,0.0001223084,0.00009834734,0.000267704,0.00004709353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002782009,"about_ca_system_score_gemma":0.0003780637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003506004,"about_ca_topic_score_gemma":0.0001088509,"domain_scores_codex":[0.997237,0.0005682598,0.0002838195,0.0001918033,0.00132306,0.0003960953],"domain_scores_gemma":[0.9985805,0.000401443,0.0000715835,0.0001366366,0.00066824,0.0001415768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004164479,0.001867442,0.2074786,0.000521411,0.00008243652,0.000002501293,0.004285956,0.00005486796,0.002548812,0.0000154169,0.001725314,0.7772528],"study_design_scores_gemma":[0.009705249,0.008379411,0.1768466,0.0004621908,0.00004784246,0.00001074866,0.001066692,0.6968287,0.03246753,0.00007439621,0.07394975,0.0001608284],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902537,0.001342717,0.000002233902,0.002475467,0.00005746109,0.002077336,0.000005641157,0.0000195098,0.003765871],"genre_scores_gemma":[0.9986039,0.0006438803,0.0004243063,0.0001072521,0.00008025594,0.00009767601,0.00001254075,0.000008018108,0.00002220497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.777092,"threshold_uncertainty_score":0.3245297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5723631473823418,"score_gpt":0.6211109595947796,"score_spread":0.04874781221243774,"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."}}