{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005445036,0.00009427866,0.0001777432,0.00002743772,0.0001644246,0.0001193123,0.0001653869,0.00001969485,0.00007173786],"category_scores_gemma":[0.0007231831,0.00005818582,0.00001667138,0.00009086416,0.00004468872,0.0003838447,0.0002111908,0.0001601121,0.00001348749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003005221,"about_ca_system_score_gemma":0.00005896767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531145,"about_ca_topic_score_gemma":0.0008670391,"domain_scores_codex":[0.9991722,0.0001135718,0.0001636773,0.0002161024,0.0001478134,0.0001866067],"domain_scores_gemma":[0.9987712,0.000743664,0.00006626754,0.0002291628,0.0001128913,0.00007684133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04153134,0.005570058,0.6880809,0.0004597979,0.001011465,0.0001636579,0.05299631,0.00001461052,0.002579603,0.005611687,0.01737509,0.1846054],"study_design_scores_gemma":[0.015393,0.02648542,0.1397017,0.0001094668,0.0008162392,0.00004785822,0.02499875,0.002146966,0.0003366663,0.0001304211,0.7895451,0.000288437],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552119,0.0009876802,0.00007887684,0.01361866,0.0002919799,0.007225554,0.000008243243,0.00001682766,0.02256022],"genre_scores_gemma":[0.9949212,0.00004081178,0.001464056,0.002063515,0.0001754778,0.0001532703,0.000003502315,0.00001504864,0.001163091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.77217,"threshold_uncertainty_score":0.2372749,"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."}}