{"id":"W7097345800","doi":"","title":"Review Article Open Access Volume 3 • Issue 3 • 1000113 J Health Med Inform","year":2014,"lang":"en","type":"article","venue":"","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adverse effect; Health care; Disease; Review article; Public health; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00174125,0.0006984367,0.001156307,0.004380687,0.0009828802,0.003872754,0.001738168,0.003577169,0.2696795],"category_scores_gemma":[0.01307558,0.0003356427,0.0007856891,0.003426019,0.0008189045,0.003537367,0.002178991,0.002061126,0.07314862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620825,"about_ca_system_score_gemma":0.003396451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846898,"about_ca_topic_score_gemma":0.004123379,"domain_scores_codex":[0.9982609,0.0004387639,0.0001662642,0.0001625668,0.000821155,0.0001504451],"domain_scores_gemma":[0.9921554,0.002555061,0.0005622662,0.0003444901,0.002965976,0.001416922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000303436,0.00003638414,0.0002691444,0.003195233,0.00002729012,0.0001503867,0.00008285164,0.00005152497,0.0001389612,0.003565336,0.6505651,0.3418875],"study_design_scores_gemma":[0.000006740366,0.00001293229,0.0004002968,0.002633976,0.00001558558,0.0002659771,0.00007396031,0.00002557751,0.00003662219,0.0009184334,0.9956038,0.00000607314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001199191,0.4804511,0.002582983,0.09210143,0.06461745,0.0003974225,0.002953487,0.000569441,0.3551275],"genre_scores_gemma":[0.01379773,0.6714079,0.005368707,0.04037,0.05932135,0.0002044635,0.002971998,0.0003671586,0.2061907],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7303205,"threshold_uncertainty_score":0.9021679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2218780163284725,"score_gpt":0.5752333768859456,"score_spread":0.3533553605574731,"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."}}