{"id":"W7033050100","doi":"","title":"Patient Safety Tool Box Talks© Theme 1 talks","year":2020,"lang":"en","type":"other","venue":"Lenus, The Irish Health Repository (Dr Steevens Hospital Library)","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Partenariat Canadien Contre Le Cancer; Irish Hospice Foundation","keywords":"Theme (computing); Toolbox; SAFER; Patient safety; Resource (disambiguation); Patient care","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004364962,0.0009828846,0.001400929,0.0002578722,0.002060326,0.00002295119,0.001275767,0.001233567,0.002811794],"category_scores_gemma":[0.0002192561,0.0007550147,0.0004720587,0.0006559162,0.0003821251,0.0004463702,0.0008209339,0.003312335,0.001534802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003927823,"about_ca_system_score_gemma":0.002827654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006686729,"about_ca_topic_score_gemma":0.00002855849,"domain_scores_codex":[0.9912525,0.002042227,0.002478557,0.001335419,0.001240883,0.001650398],"domain_scores_gemma":[0.9925888,0.0005455814,0.00378485,0.002051868,0.00007032022,0.0009586106],"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":[0.0001380782,0.0002366439,0.002339974,0.001161656,0.0001852125,0.0000660152,0.005130414,0.000004748038,0.000002482864,0.0005889651,0.9877002,0.002445622],"study_design_scores_gemma":[0.0009220899,0.0008228917,0.004790093,0.002298699,0.00007159098,0.000009746473,0.00167266,0.00002255048,0.00001465085,0.00007554582,0.9885207,0.0007787949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006498523,0.008554308,0.0003283735,0.09626973,0.01635395,0.008353511,0.001354826,0.002176899,0.8659586],"genre_scores_gemma":[0.01103237,0.00253086,0.0009249282,0.03366467,0.005549014,0.001036351,0.001395888,0.00160113,0.9422648],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07630624,"threshold_uncertainty_score":0.9994901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02224695577327014,"score_gpt":0.3093426498735253,"score_spread":0.2870956941002552,"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."}}