{"id":"W2945616777","doi":"10.1016/j.jcjq.2019.04.007","title":"A Decade of Preventing Harm","year":2019,"lang":"en","type":"article","venue":"The Joint Commission Journal on Quality and Patient Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Bone and Joint Canada","keywords":"Psychological intervention; Medicine; Harm; Harm reduction; Health care; Patient safety; Intervention (counseling); Adverse effect; Medical emergency; Intensive care medicine; Public health; Nursing; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003545211,0.0001406816,0.0003549737,0.00008680185,0.0009591934,0.000001893157,0.0001808649,0.0001234436,0.001219198],"category_scores_gemma":[0.0007015956,0.00008109474,0.0001230323,0.0001440814,0.00007782374,0.0001060698,0.0001309769,0.001144084,0.0001257202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000648255,"about_ca_system_score_gemma":0.0001549814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001470767,"about_ca_topic_score_gemma":0.000001383606,"domain_scores_codex":[0.995341,0.002304498,0.001366521,0.0001529059,0.0005487022,0.000286381],"domain_scores_gemma":[0.9965039,0.001130619,0.00158936,0.0003557876,0.0001734128,0.0002469168],"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":[0.01369953,0.002881828,0.3439853,0.003370501,0.0006037305,0.00001197706,0.2173973,0.002653482,0.01514584,0.1444076,0.03563716,0.2202058],"study_design_scores_gemma":[0.003061104,0.0008998342,0.4201766,0.003284395,0.0000446158,0.00001754004,0.01273362,0.0002497872,0.0006993322,0.004041951,0.5545115,0.0002797183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545851,0.0002009091,0.001266327,0.02153718,0.001186985,0.0007810071,0.00002182851,0.00002650965,0.02039415],"genre_scores_gemma":[0.9954334,0.0002430886,0.0001777184,0.002649809,0.00007284934,0.000007112747,0.000006473714,0.00001116549,0.001398372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5188743,"threshold_uncertainty_score":0.9996938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1694207184025846,"score_gpt":0.4422627853511718,"score_spread":0.2728420669485871,"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."}}