{"id":"W4411656839","doi":"10.51847/wpamosgs38","title":"10.51847/WPAmoSGS38","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Administration (probate law); Medicine; Political science; Computer science; Law; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001765739,0.001227213,0.0007280865,0.003042,0.00120931,0.005102185,0.001007892,0.001779821,0.8363872],"category_scores_gemma":[0.003352854,0.0004524832,0.0008330052,0.003827224,0.0009972806,0.002628127,0.003490116,0.001243192,0.8470831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009877721,"about_ca_system_score_gemma":0.002296279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002622792,"about_ca_topic_score_gemma":0.001099301,"domain_scores_codex":[0.9985677,0.0003436489,0.0002149239,0.0002659395,0.0004494593,0.0001583021],"domain_scores_gemma":[0.9968753,0.0007091489,0.0003238231,0.000581631,0.001018507,0.0004915447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002230825,0.000296492,0.004056888,0.001500944,0.00002787575,0.000463255,0.0005443094,0.0001373375,0.001851806,0.005750794,0.3073221,0.6778252],"study_design_scores_gemma":[0.00003754757,0.00007397086,0.004010462,0.0008186742,0.0000192977,0.0007954122,0.0004503799,0.0001655839,0.000566815,0.002297496,0.9907349,0.00002946735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007706746,0.004323695,0.002458378,0.00309755,0.00288054,0.000440831,0.008069673,0.002828851,0.9681937],"genre_scores_gemma":[0.03269215,0.005767155,0.006389586,0.002819693,0.001411423,0.0005077939,0.01059619,0.00132431,0.9384916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1636128,"threshold_uncertainty_score":0.2333738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103887567878012,"score_gpt":0.3226040128720035,"score_spread":0.2915651371932234,"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."}}