{"id":"W3042372843","doi":"10.1177/1715163520929665","title":"Standards in medication review: An international perspective","year":2020,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Perspective (graphical); Medicine; Engineering ethics; Engineering; Computer science; Artificial intelligence","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":[0.1544414,0.001607063,0.00372124,0.01323378,0.009257407,0.03775566,0.007750534,0.03342291,0.01134704],"category_scores_gemma":[0.1865312,0.001400578,0.002289175,0.01364622,0.04124677,0.02117148,0.01091641,0.03518453,0.001376105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08687595,"about_ca_system_score_gemma":0.1821701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2385866,"about_ca_topic_score_gemma":0.2413722,"domain_scores_codex":[0.8882509,0.03714954,0.01431179,0.0080758,0.04255321,0.009658686],"domain_scores_gemma":[0.621568,0.1738528,0.02015032,0.01046396,0.1413355,0.03262946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001106417,0.0002456463,0.002725375,0.002172335,0.0001281651,0.0002761041,0.003036074,0.0009925989,0.0002776724,0.7121038,0.147418,0.1305135],"study_design_scores_gemma":[0.0001327249,0.0002729809,0.012712,0.01723909,0.000163372,0.0005057604,0.006012009,0.0008870804,0.0004233975,0.2092734,0.7521289,0.0002492021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001017104,0.1348486,0.00259606,0.8204985,0.01014258,0.00003514049,0.00007478492,0.00006802727,0.03071936],"genre_scores_gemma":[0.2009215,0.3363857,0.01339665,0.3745915,0.0596046,0.0002128829,0.0003547785,0.0003242052,0.01420822],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2385866,"threshold_uncertainty_score":0.8167737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1247357852730286,"score_gpt":0.4136719395862065,"score_spread":0.2889361543131779,"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."}}