{"id":"W2847856007","doi":"10.3399/bjgpopen18x101594","title":"Safer Prescribing and Care for the Elderly (SPACE): a pilot study in general practice","year":2018,"lang":"en","type":"article","venue":"BJGP Open","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; University of South Australia","keywords":"SAFER; Space (punctuation); Medicine; Medical emergency; Nursing; Computer science; Computer security","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":[0.0107057,0.00112237,0.001511824,0.001215162,0.00222817,0.001307249,0.001235834,0.002578965,0.004995338],"category_scores_gemma":[0.0103789,0.0012451,0.001801813,0.001439922,0.002114394,0.001846947,0.001973781,0.002229376,0.0008842048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003564179,"about_ca_system_score_gemma":0.0091249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02036402,"about_ca_topic_score_gemma":0.04156912,"domain_scores_codex":[0.9927093,0.004211619,0.0004258432,0.0006576172,0.0006411004,0.001354674],"domain_scores_gemma":[0.9876286,0.004096549,0.001703696,0.001159385,0.001442462,0.003969284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.08363589,0.6207598,0.08493448,0.004772907,0.0009266063,0.002146385,0.03974227,0.001472628,0.004746874,0.0004131767,0.003796128,0.1526529],"study_design_scores_gemma":[0.05897874,0.7816219,0.1446076,0.0003286855,0.0004025779,0.0001918992,0.009884823,0.0003875359,0.0004309884,0.0002418814,0.00281459,0.0001087911],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990099,0.000160985,0.0001896172,0.0003032602,0.00004532493,0.008258547,0.0002795669,0.00002709478,0.0006366206],"genre_scores_gemma":[0.9714661,0.0005542189,0.004623531,0.001578133,0.000208426,0.02003218,0.0003353727,0.00001120353,0.001190864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02036402,"threshold_uncertainty_score":0.05661786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2782898073334004,"score_gpt":0.4820671817718669,"score_spread":0.2037773744384665,"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."}}