{"id":"W2162122482","doi":"10.1111/j.2042-7174.2012.00230.x","title":"Product standardisation as a tool to control prescribing costs – a case study of alginate liquid preparations","year":2012,"lang":"en","type":"article","venue":"International Journal of Pharmacy Practice","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Medicine; Medical prescription; Product (mathematics); Psychological intervention; Promotion (chess); Agency (philosophy); Northern ireland; Health care; Control (management); Interrupted Time Series Analysis; Operations management; Family medicine; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004714978,0.0003572057,0.0004950784,0.001046028,0.001892375,0.001460375,0.001043912,0.001722362,0.001486659],"category_scores_gemma":[0.01686261,0.0004041587,0.0006846119,0.001160337,0.001122011,0.0008118945,0.00105294,0.001036353,0.0001494859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00564474,"about_ca_system_score_gemma":0.003213244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02169638,"about_ca_topic_score_gemma":0.0217177,"domain_scores_codex":[0.9943066,0.003583086,0.0003779716,0.0002391225,0.0008776192,0.0006156221],"domain_scores_gemma":[0.9861788,0.008074029,0.0031539,0.0005914603,0.0009099137,0.001091902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004208945,0.01852134,0.5909474,0.002084268,0.0002322415,0.1163869,0.05336963,0.008518946,0.005934602,0.00333153,0.001933091,0.1945311],"study_design_scores_gemma":[0.001472605,0.03398045,0.7093018,0.001207479,0.0004191129,0.09744442,0.08816646,0.03638954,0.01286972,0.00166666,0.01669068,0.0003910408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980742,0.0001838581,0.0003225435,0.0002509091,0.000003434479,0.000120295,0.00001239173,0.000003026653,0.001029347],"genre_scores_gemma":[0.9975236,0.0002762758,0.001677276,0.00006818373,0.00001056286,0.00006146091,0.00001296366,0.000003286042,0.0003663919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02169638,"threshold_uncertainty_score":0.04314023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0871263987427362,"score_gpt":0.4892026701986126,"score_spread":0.4020762714558764,"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."}}