{"id":"W2942335532","doi":"10.1002/aet2.10352","title":"Thinking Critically About Appraising <scp>FOAM</scp>","year":2019,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Toronto; McMaster University","funders":"Society for Academic Emergency Medicine","keywords":"Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02015813,0.0006962767,0.0005282434,0.001893719,0.002989415,0.0105137,0.001201573,0.007972789,0.007400597],"category_scores_gemma":[0.1841579,0.0004142393,0.0006321968,0.0007822154,0.01157839,0.007441108,0.003230766,0.008788142,0.002564673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003217773,"about_ca_system_score_gemma":0.008531689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430035,"about_ca_topic_score_gemma":0.003250767,"domain_scores_codex":[0.9711415,0.01773546,0.001595524,0.0007145457,0.007753047,0.001059899],"domain_scores_gemma":[0.7855843,0.1550473,0.01095874,0.00501984,0.03545655,0.007933265],"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":[0.0004841764,0.0001903212,0.007449882,0.002906821,0.0002368753,0.002906358,0.1118764,0.0006826626,0.01027283,0.09262306,0.4850377,0.285333],"study_design_scores_gemma":[0.00009294652,0.0003453005,0.005362739,0.005954871,0.0001886451,0.004144246,0.1555637,0.001847388,0.005502804,0.3403445,0.4804468,0.0002060437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06496498,0.01057332,0.04250585,0.7131835,0.02188988,0.0004574276,0.0001796707,0.000430904,0.1458145],"genre_scores_gemma":[0.6905791,0.008764802,0.07431595,0.1834449,0.01894328,0.0004605649,0.0002162743,0.000450494,0.0228247],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02015813,"threshold_uncertainty_score":0.1066076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04225774081084371,"score_gpt":0.3686585462539179,"score_spread":0.3264008054430741,"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."}}