{"id":"W3031070829","doi":"10.1067/j.cpradiol.2020.05.009","title":"Canadian and American Emergency Radiology Fellowship Websites: An Evaluation of Content","year":2020,"lang":"en","type":"article","venue":"Current Problems in Diagnostic Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Subspecialty; Incentive; The Internet; Radiology; Medical education; Family medicine; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01848841,0.0004320003,0.0007568583,0.01777442,0.00613117,0.00660963,0.001801816,0.001352791,0.00516515],"category_scores_gemma":[0.1252768,0.0004524914,0.001052139,0.01611292,0.002561089,0.004279234,0.003865755,0.00139304,0.0006523699],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03142362,"about_ca_system_score_gemma":0.04923744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7186509,"about_ca_topic_score_gemma":0.8164067,"domain_scores_codex":[0.976729,0.003450191,0.001242909,0.0007502379,0.01614519,0.001682328],"domain_scores_gemma":[0.8123738,0.05446763,0.01445004,0.00270271,0.100964,0.01504186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001549125,0.001908167,0.8257988,0.001393946,0.000249703,0.0003883688,0.04048907,0.0002320042,0.0007295728,0.002735856,0.02421955,0.1003058],"study_design_scores_gemma":[0.00007329007,0.0004129978,0.9330296,0.0006614273,0.0002212346,0.0002371896,0.03919431,0.0008206842,0.0004182261,0.0002708473,0.02457932,0.00008084081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9271004,0.002656921,0.0003725472,0.003461989,0.00018965,0.0009623108,0.005533234,0.0001415553,0.05958144],"genre_scores_gemma":[0.9852664,0.001964661,0.001698215,0.001013375,0.00007820559,0.0002448067,0.00395532,0.00009108243,0.005687869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9933904,"threshold_uncertainty_score":0.5660119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1610028256415529,"score_gpt":0.3744169191763304,"score_spread":0.2134140935347775,"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."}}