{"id":"W4388196981","doi":"10.1007/s40670-023-01921-w","title":"Exploring Resident Motivation with a Podcast Creation Activity: A Qualitative Study","year":2023,"lang":"en","type":"article","venue":"Medical Science Educator","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; McMaster University; University of Toronto","funders":"","keywords":"Grounded theory; Curriculum; Flexibility (engineering); Focus group; Qualitative research; Medical education; Constructivist grounded theory; Psychology; Activity theory; Pedagogy; Medicine; Sociology; Management","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02002168,0.0003956987,0.0007597296,0.001276542,0.007154919,0.003281666,0.001585875,0.001783413,0.002940843],"category_scores_gemma":[0.03245262,0.0005907569,0.0005601314,0.0008792359,0.003509692,0.002236641,0.004128273,0.002905161,0.0004160435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00421707,"about_ca_system_score_gemma":0.007971096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005789788,"about_ca_topic_score_gemma":0.01817439,"domain_scores_codex":[0.9891217,0.007460932,0.0004114389,0.0005558195,0.0009714478,0.001478646],"domain_scores_gemma":[0.9618356,0.02538246,0.003003747,0.000855601,0.004050245,0.004872388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001688302,0.001328124,0.0316167,0.0005559029,0.00002662916,0.0006382028,0.9458406,0.0000526785,0.001918168,0.0006895055,0.00117035,0.01599428],"study_design_scores_gemma":[0.00002380508,0.0004173549,0.01315784,0.0002806308,0.00002019037,0.0001875513,0.9781533,0.00009434352,0.0007832934,0.0001470059,0.006704226,0.0000303832],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941263,0.0001994176,0.001310401,0.001276817,0.00005879441,0.0003504303,0.0001403342,0.00001505116,0.002522369],"genre_scores_gemma":[0.9925942,0.0003441114,0.001826382,0.001156715,0.0000258839,0.0006584895,0.00006381504,0.00002044307,0.003309986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02002168,"threshold_uncertainty_score":0.105886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4141848220214931,"score_gpt":0.5591082505280616,"score_spread":0.1449234285065684,"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."}}