{"id":"W2962780761","doi":"10.1080/10401334.2019.1637742","title":"Workplace-Based Assessment in Cross-Border Health Professional Education","year":2019,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curriculum; Context (archaeology); Medical education; Thematic analysis; Psychology; Health care; Delphi method; Categorization; Debriefing; Medicine; Pedagogy; Political science; Sociology; Qualitative research","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":[0.02850784,0.0002740191,0.00026703,0.001534304,0.001747992,0.002053708,0.0008037121,0.0005240606,0.001885367],"category_scores_gemma":[0.02885275,0.0001896284,0.00027524,0.001078688,0.002366528,0.001142245,0.004141552,0.0008369935,0.0002639105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002672012,"about_ca_system_score_gemma":0.00496596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008808477,"about_ca_topic_score_gemma":0.02008078,"domain_scores_codex":[0.9828401,0.01240861,0.001012745,0.0004748739,0.002679887,0.0005837802],"domain_scores_gemma":[0.981142,0.008623054,0.002364277,0.001109185,0.005888291,0.000873232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004239368,0.00128395,0.3463551,0.001914313,0.0001067218,0.0005141167,0.2140151,0.001125935,0.0103581,0.0026051,0.001787681,0.41951],"study_design_scores_gemma":[0.00007096348,0.002298892,0.6374626,0.001922093,0.00006471813,0.001231185,0.3215005,0.004770469,0.01121231,0.004124486,0.01521247,0.0001293131],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693041,0.000695428,0.01818682,0.0008017651,0.00006672885,0.001042283,0.00006914992,0.00004998498,0.00978379],"genre_scores_gemma":[0.9860254,0.0001943925,0.01273886,0.0001094708,0.000008963997,0.0004459589,0.0000319646,0.000005906027,0.0004391488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02850784,"threshold_uncertainty_score":0.1507657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05079968694151072,"score_gpt":0.5735462536711926,"score_spread":0.5227465667296819,"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."}}