{"id":"W2895704971","doi":"10.1111/medu.13680","title":"Resident and attending perceptions of direct observation in internal medicine: a qualitative study","year":2018,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto; University Health Network; Queen's University","funders":"","keywords":"Cognitive reframing; Perception; Grounded theory; Medical education; Qualitative research; Psychology; Medicine; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.01301811,0.0003151772,0.0006767104,0.0008070227,0.003599175,0.002295953,0.001138501,0.001192561,0.001917202],"category_scores_gemma":[0.02202861,0.0004250094,0.0003733682,0.000910459,0.004459706,0.001689112,0.002908372,0.00149885,0.000217306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003599837,"about_ca_system_score_gemma":0.004541809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008748774,"about_ca_topic_score_gemma":0.01139411,"domain_scores_codex":[0.9902421,0.007135445,0.0002983495,0.0004871915,0.0007098993,0.00112709],"domain_scores_gemma":[0.9791342,0.01440628,0.002086829,0.0003989103,0.001636751,0.002336984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004110416,0.00007290241,0.008472193,0.0001868161,0.00000593609,0.0006535825,0.9851467,0.00003961579,0.001053916,0.0002484275,0.0002513923,0.0038274],"study_design_scores_gemma":[0.000005335707,0.0002236606,0.0074661,0.0002003625,0.000008147977,0.0003421403,0.9875359,0.0000986219,0.0003271824,0.00009926941,0.003675719,0.00001747022],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969599,0.000302829,0.0008834747,0.0006768256,0.00001919531,0.00007689814,0.00005293268,0.000006450101,0.001021443],"genre_scores_gemma":[0.997535,0.0004141348,0.0006106371,0.0004566244,0.00001732249,0.0001184369,0.00002344008,0.000007837221,0.0008166328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01301811,"threshold_uncertainty_score":0.06884718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914054311890114,"score_gpt":0.4696432737913704,"score_spread":0.4305027306724692,"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."}}