{"id":"W4405349403","doi":"10.4212/cjhp.3752","title":"The Voice of Healthcare-Systems Pharmacy Professionals","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Pharmacists Association","funders":"","keywords":"Pharmacy; Health professionals; Health care; Healthcare system; Medicine; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0126741,0.0003183539,0.0005078655,0.001623649,0.01112623,0.01816107,0.001577675,0.008937233,0.01318711],"category_scores_gemma":[0.06495619,0.0004322248,0.0003790133,0.001507062,0.009215224,0.007296244,0.009076301,0.01086294,0.001446603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009644886,"about_ca_system_score_gemma":0.02866893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02210049,"about_ca_topic_score_gemma":0.03200739,"domain_scores_codex":[0.9705355,0.01213529,0.0006204008,0.001371119,0.007627054,0.007710663],"domain_scores_gemma":[0.9153103,0.0227147,0.008530773,0.001357544,0.01066954,0.04141713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003700466,0.0004356136,0.07111408,0.0005452831,0.0001589198,0.003416814,0.3038055,0.0001664268,0.001730082,0.0967568,0.333422,0.1880783],"study_design_scores_gemma":[0.0001274161,0.0002061943,0.03418082,0.001034588,0.00005954673,0.002003627,0.5042574,0.0003773399,0.0004404337,0.02479963,0.4323976,0.0001154501],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1521084,0.006307467,0.0006113858,0.7318543,0.003524406,0.00003413134,0.00007801029,0.00003399717,0.105448],"genre_scores_gemma":[0.874594,0.003824966,0.0003014005,0.105734,0.002262689,0.00002820388,0.0000488621,0.00005129301,0.01315456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02210049,"threshold_uncertainty_score":0.06997883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218151360893071,"score_gpt":0.4414919716518711,"score_spread":0.319676835562564,"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."}}