{"id":"W2883278990","doi":"10.36834/cmej.36642","title":"Use of portfolios for assessment of global health residents: qualitative evaluation of design and implementation","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Summative assessment; Portfolio; Medical education; Focus group; Qualitative research; Formative assessment; Psychology; Qualitative property; Narrative; Process (computing); Medicine; Computer science; Pedagogy; Sociology; Business; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.1599742,0.00113503,0.0008845578,0.002210275,0.004951464,0.00379884,0.00328845,0.001581517,0.002900204],"category_scores_gemma":[0.1423082,0.0008810502,0.0009872646,0.002099073,0.005965472,0.002879558,0.006768668,0.001572949,0.0004880471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01169386,"about_ca_system_score_gemma":0.02079925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003874066,"about_ca_topic_score_gemma":0.007482809,"domain_scores_codex":[0.8630418,0.1196281,0.003841651,0.002278089,0.006310388,0.004900058],"domain_scores_gemma":[0.8354885,0.1272421,0.006075195,0.006730389,0.01965016,0.004813682],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008740813,0.002865877,0.01174337,0.004034221,0.00007687908,0.00109019,0.7231868,0.001849744,0.006403243,0.003690996,0.003640353,0.2405443],"study_design_scores_gemma":[0.00110397,0.009754791,0.01649621,0.00605843,0.0002567778,0.000839185,0.8661199,0.004201952,0.02264277,0.006259481,0.06597522,0.0002914176],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.876182,0.0007508241,0.07386576,0.003613587,0.0002191686,0.03434797,0.0006760991,0.0002954775,0.01004926],"genre_scores_gemma":[0.8184457,0.0010089,0.1422553,0.001128231,0.00004982402,0.03325028,0.0002307943,0.0001386645,0.003492262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8400258,"threshold_uncertainty_score":0.8460346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1485256154211325,"score_gpt":0.5624755778827767,"score_spread":0.4139499624616442,"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."}}