{"id":"W2590632209","doi":"10.1097/acm.0000000000001550","title":"Another Aspect of Procedural Competence Among Faculty","year":2017,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Specialty; Medical education; Psychology; Medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.01297902,0.0004871673,0.0008491721,0.001187568,0.004948444,0.007112271,0.002942469,0.01412135,0.005739306],"category_scores_gemma":[0.1159831,0.0006633223,0.0006346515,0.001037239,0.004547102,0.006152849,0.002819302,0.02154831,0.001636526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00443005,"about_ca_system_score_gemma":0.007481643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0052967,"about_ca_topic_score_gemma":0.01307369,"domain_scores_codex":[0.9861967,0.003908386,0.001406997,0.001716713,0.005323161,0.001448045],"domain_scores_gemma":[0.9147648,0.04106683,0.007169167,0.001726937,0.02537123,0.009901109],"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":[0.00001924434,0.00002955899,0.001811539,0.0001526345,0.00001912524,0.0003995686,0.001185534,0.000034099,0.00006622442,0.001649249,0.974628,0.02000516],"study_design_scores_gemma":[0.0000567729,0.0001397762,0.01020605,0.00138037,0.00006346317,0.002898457,0.004943271,0.0005212545,0.0004945956,0.004950773,0.9742094,0.000135915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001387596,0.002945648,0.0002767604,0.9294276,0.06401035,0.000009022845,0.00003310254,0.00002645919,0.001883401],"genre_scores_gemma":[0.03731703,0.004493472,0.000580649,0.7834631,0.1699316,0.00003704878,0.00004544916,0.00007006472,0.004061588],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01412135,"threshold_uncertainty_score":0.06864041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09617172939239108,"score_gpt":0.3900170537011483,"score_spread":0.2938453243087572,"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."}}