{"id":"W2047254247","doi":"10.1503/cmaj.109-3293","title":"Pros and cons of first aid training?","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"cons; Training (meteorology); Curriculum; Population; Computer science; Measure (data warehouse); Medical education; Data science; Medicine; Psychology; Geography; Environmental health; Data mining; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.009611377,0.0002789119,0.0004172261,0.00107088,0.001681878,0.004102594,0.001028134,0.003827768,0.01614713],"category_scores_gemma":[0.03161922,0.0001700886,0.0004336798,0.001310448,0.005152635,0.003720514,0.002283605,0.004364911,0.001213289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00411006,"about_ca_system_score_gemma":0.01019428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04535346,"about_ca_topic_score_gemma":0.1138143,"domain_scores_codex":[0.9890831,0.003727124,0.0004759064,0.00065037,0.004733165,0.001330413],"domain_scores_gemma":[0.9809204,0.008235011,0.002010568,0.0004954185,0.003636668,0.004701866],"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":[0.0008287,0.0003347124,0.03499543,0.0021777,0.0001863803,0.0006763462,0.001724919,0.0006187793,0.0002882403,0.1666802,0.2181735,0.5733151],"study_design_scores_gemma":[0.0001742014,0.0004063755,0.1465339,0.008920904,0.0003167118,0.003547002,0.01556567,0.0006310969,0.0004822254,0.06328751,0.7600076,0.0001268638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02130214,0.06599646,0.0004481284,0.7774075,0.006293349,0.00002057019,0.0004725381,0.00002705783,0.1280323],"genre_scores_gemma":[0.6656293,0.07586732,0.001583542,0.223478,0.01662311,0.0000686058,0.0003163945,0.00008020227,0.01635362],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04535346,"threshold_uncertainty_score":0.09017897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227626770223999,"score_gpt":0.3865116730229328,"score_spread":0.3542354053206928,"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."}}