{"id":"W2884295635","doi":"10.1186/s12909-018-1270-7","title":"A qualitative exploration: questioning multisource feedback in residency education","year":2018,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children","keywords":"Formative assessment; Focus group; Thematic analysis; Medical education; Perception; Exploratory research; Health professionals; Qualitative research; Psychology; Medicine; Health care; Nursing; Pedagogy","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":[0.0530125,0.001104161,0.001062811,0.002960368,0.008556393,0.004424776,0.002855146,0.002824731,0.002458147],"category_scores_gemma":[0.06857091,0.0007058208,0.0006997295,0.002781327,0.01245022,0.005262235,0.007398926,0.002543129,0.0003391624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007437421,"about_ca_system_score_gemma":0.00810865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00289844,"about_ca_topic_score_gemma":0.00465509,"domain_scores_codex":[0.9377187,0.0540549,0.001438753,0.001560249,0.002876634,0.002350728],"domain_scores_gemma":[0.8858942,0.1008958,0.004002637,0.001603754,0.005766575,0.001837166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002596916,0.00003273156,0.001097483,0.0003234694,0.000002972525,0.0004799376,0.990715,0.00004543165,0.000697439,0.001174931,0.0003132829,0.005091361],"study_design_scores_gemma":[0.000008767953,0.0000786547,0.001027482,0.0004181549,0.000003480806,0.0002880946,0.9886015,0.0001931422,0.0005887444,0.0009738848,0.007804696,0.00001331521],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453415,0.001129059,0.03120979,0.007398271,0.0002485546,0.002834729,0.0004871575,0.000102606,0.01124823],"genre_scores_gemma":[0.9750898,0.0008035289,0.01609446,0.001864463,0.0000591622,0.00301561,0.0001357121,0.00005505254,0.002882152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0530125,"threshold_uncertainty_score":0.2803603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05920914461370663,"score_gpt":0.4692991534952101,"score_spread":0.4100900088815034,"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."}}