{"id":"W4391731909","doi":"","title":"Peri-Operative Patient Safety – An Interactive Workshop for Section 3 CPD Credits Developed in Collaboration with the CMPA","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Peri; Computer science; Medicine; Operating system; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.007168196,0.0008584285,0.0003987591,0.0005738572,0.001418746,0.001045459,0.001947914,0.000844277,0.009925799],"category_scores_gemma":[0.01220183,0.0003981624,0.0006611201,0.0003154134,0.0008380816,0.0007409451,0.003700839,0.001585739,0.001222522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193562,"about_ca_system_score_gemma":0.004086637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001628442,"about_ca_topic_score_gemma":0.004021835,"domain_scores_codex":[0.9973103,0.001262691,0.0001234157,0.0002718768,0.0004877434,0.0005439157],"domain_scores_gemma":[0.9832028,0.008898945,0.001629923,0.0008053812,0.00098298,0.004479935],"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":[0.007975576,0.08169376,0.06898089,0.002900196,0.0001544687,0.003705601,0.07213402,0.002800268,0.02221125,0.0008582701,0.03154057,0.7050452],"study_design_scores_gemma":[0.005947359,0.1112779,0.6215461,0.00221674,0.0002888894,0.003098682,0.07650504,0.006156491,0.0355373,0.002101209,0.1346045,0.0007197313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9798385,0.0001473166,0.004273931,0.0008028764,0.0002039364,0.002738154,0.0002254465,0.0002924228,0.01147742],"genre_scores_gemma":[0.9665426,0.0003357507,0.02211636,0.0004608878,0.0001499492,0.003707773,0.0003209685,0.00003604232,0.006329697],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009925799,"threshold_uncertainty_score":0.03790945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1936597880042845,"score_gpt":0.5386656792178951,"score_spread":0.3450058912136106,"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."}}