{"id":"W7117104861","doi":"10.17605/osf.io/5f62w","title":"SCOPING REVIEW PROTOCOL: STRATEGIES UTILIZED BY PHARMACISTS AND PHARMACY STUDENTS IN PRESCRIBING RELATED DECISION-MAKING","year":2025,"lang":"","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pharmacy; Pharmacist; Pharmacy practice; Context (archaeology); Health care; Clinical pharmacy; Process (computing)","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":[0.1635906,0.004123665,0.011111,0.01904275,0.005579994,0.01240504,0.004888511,0.009804367,0.1051142],"category_scores_gemma":[0.278228,0.0048952,0.009777887,0.01804932,0.006491864,0.007674992,0.006901409,0.00818189,0.0228902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0151497,"about_ca_system_score_gemma":0.1097204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005977638,"about_ca_topic_score_gemma":0.01535439,"domain_scores_codex":[0.9062524,0.03385467,0.04250004,0.005861713,0.009010299,0.002520788],"domain_scores_gemma":[0.7539424,0.09384663,0.02722188,0.02054899,0.09971616,0.004724004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003126576,0.0004174323,0.001211755,0.7437172,0.001294085,0.0004800271,0.009017512,0.0007973894,0.001025205,0.009050389,0.13386,0.09600243],"study_design_scores_gemma":[0.008929814,0.0004681789,0.002786178,0.6893303,0.00245167,0.0002646374,0.004808406,0.0008234194,0.001337716,0.01302122,0.2754706,0.0003078446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006628931,0.002415203,0.003380468,0.002007474,0.0008631895,0.9737532,0.01387478,0.0002792637,0.002763566],"genre_scores_gemma":[0.0007375107,0.001320156,0.0072819,0.0004348517,0.0000451883,0.9883627,0.001011054,0.00003634915,0.0007702545],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1635906,"threshold_uncertainty_score":0.8651599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05067600036700887,"score_gpt":0.5112916305866938,"score_spread":0.4606156302196849,"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."}}