{"id":"W2767892607","doi":"10.1007/s40037-017-0384-7","title":"Failure to flow: An exploration of learning and teaching in busy, multi-patient environments using an interpretive description method","year":2017,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Emergency department; Medical education; Focus group; Prioritization; Perception; Psychology; Qualitative research; Set (abstract data type); Medicine; Nursing; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04077044,0.001180778,0.0007581438,0.00596618,0.007401003,0.008491066,0.003266275,0.001891208,0.00188391],"category_scores_gemma":[0.05019309,0.0007916247,0.0007593734,0.004382155,0.0162436,0.007320086,0.007400148,0.002742031,0.0002604041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008739938,"about_ca_system_score_gemma":0.007540351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005725787,"about_ca_topic_score_gemma":0.008308255,"domain_scores_codex":[0.9641621,0.03034239,0.0009456679,0.0008848798,0.002253538,0.001411381],"domain_scores_gemma":[0.9154731,0.07480015,0.003584654,0.002056614,0.003209242,0.0008761635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000195809,0.00003431093,0.001809387,0.0001779378,0.000004426826,0.0004104065,0.9858022,0.0001224527,0.0003908091,0.004260105,0.0002960029,0.0066723],"study_design_scores_gemma":[0.0000124967,0.00004823763,0.002314845,0.0005231918,0.00001125779,0.0003808532,0.9798693,0.000976601,0.000875218,0.003378376,0.01158614,0.00002346291],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.85855,0.0008067179,0.1099541,0.003784763,0.0001591819,0.001827591,0.0004169915,0.0001313038,0.02436941],"genre_scores_gemma":[0.9606139,0.0006631041,0.03316152,0.0003829779,0.00002996735,0.001929943,0.0001821159,0.0000879876,0.00294835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04077044,"threshold_uncertainty_score":0.2156173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0421836553055308,"score_gpt":0.412236999947364,"score_spread":0.3700533446418332,"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."}}