{"id":"W2976328154","doi":"10.1016/j.carj.2019.07.004","title":"The Challenge with Clinical Radiology Electives: Student and Faculty Perspectives Identify Areas for Improvement","year":2019,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Radiology practices and education","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Preceptor; Medicine; Autonomy; Specialty; Medical education; Thematic analysis; Radiology; Curriculum; Family medicine; Psychology; Pedagogy; Qualitative research","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00617775,0.0002370677,0.0002466191,0.0005758675,0.001495294,0.001988534,0.0005576775,0.0008505612,0.002713444],"category_scores_gemma":[0.02243759,0.00015735,0.0002779965,0.0004381608,0.0008348408,0.0008684339,0.002454473,0.001231837,0.0003615113],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254539,"about_ca_system_score_gemma":0.003386565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165828,"about_ca_topic_score_gemma":0.002910267,"domain_scores_codex":[0.9957271,0.001877103,0.0002964662,0.0002117133,0.00115083,0.0007368369],"domain_scores_gemma":[0.977415,0.007273969,0.004700073,0.0002244105,0.003592342,0.006794313],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006433866,0.0008661284,0.7327127,0.000960462,0.00004856406,0.002866352,0.1307336,0.0004082933,0.007342305,0.0008140382,0.008309153,0.114295],"study_design_scores_gemma":[0.00003927491,0.002030538,0.5426916,0.0003258824,0.00002776058,0.00441949,0.4287808,0.0008567437,0.00304468,0.0005424858,0.01716238,0.00007835279],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944428,0.0002424729,0.0003542605,0.002838877,0.00005584407,0.00003459751,0.00003874134,0.000007858196,0.001984554],"genre_scores_gemma":[0.99778,0.0003129721,0.0006114294,0.0004373568,0.00005942331,0.00002759582,0.00004811228,0.000003865906,0.0007191065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9987454,"threshold_uncertainty_score":0.03267145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03193509083884569,"score_gpt":0.3867711769263234,"score_spread":0.3548360860874777,"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."}}