{"id":"W2065679512","doi":"10.1186/cc5660","title":"Continuous education in intensive care for physicians in Brazil: for whom and their needs","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Bayer Canada","keywords":"Medicine; Intensive care; Intensive care medicine; Family medicine; Medical emergency; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084171,0.0001396821,0.0001989356,0.0004207278,0.0018336,0.0009568941,0.0004305711,0.001090398,0.003589771],"category_scores_gemma":[0.006954489,0.0001963825,0.0001347561,0.0005094179,0.0005425525,0.00119412,0.001215482,0.0009836537,0.0002567373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002171075,"about_ca_system_score_gemma":0.009850419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04433039,"about_ca_topic_score_gemma":0.09741189,"domain_scores_codex":[0.9988175,0.0003296841,0.00005094245,0.00006861361,0.0002112727,0.0005220309],"domain_scores_gemma":[0.9925057,0.0009845978,0.001156541,0.00006489739,0.0006278487,0.004660352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002148507,0.0008881057,0.7341534,0.001122509,0.00001522268,0.003133274,0.0582859,0.0001106197,0.002343391,0.001591251,0.01351045,0.184631],"study_design_scores_gemma":[0.0000482623,0.0004033522,0.8873767,0.001306726,0.00001547108,0.002505989,0.07905086,0.0002536672,0.0002494093,0.0006584559,0.02809975,0.00003141584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026784,0.01237407,0.0002470944,0.07434802,0.0001744213,0.0001005277,0.0001323054,0.00001609513,0.009928935],"genre_scores_gemma":[0.9840381,0.007708519,0.0007035809,0.005296315,0.0001124732,0.00004911055,0.00007835176,0.000005484604,0.002007997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04433039,"threshold_uncertainty_score":0.08814472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04456283683921754,"score_gpt":0.4658717915515068,"score_spread":0.4213089547122892,"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."}}