{"id":"W2800131412","doi":"10.5116/ijme.5abe.2209","title":"Exploring the thesis experience of Master of Health professions education graduates: a qualitative study","year":2018,"lang":"en","type":"article","venue":"International Journal of Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Coursework; Medical education; Thematic analysis; Scholarship; Graduation (instrument); Psychology; Mentorship; Qualitative research; Professional development; Medicine; Sociology; Engineering; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003908782,0.0001149104,0.0003270635,0.0005017356,0.00008764844,0.00001444222,0.0005916768,0.00005612682,0.0003983914],"category_scores_gemma":[0.007941854,0.00007424331,0.00009587114,0.0005895491,0.0004253639,0.0003261519,0.00006147223,0.0003867587,0.000006058386],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002493431,"about_ca_system_score_gemma":0.006493529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002952347,"about_ca_topic_score_gemma":0.00001233925,"domain_scores_codex":[0.9952332,0.0004547838,0.001540798,0.0001475037,0.002489096,0.0001345554],"domain_scores_gemma":[0.9939259,0.0002593926,0.001461195,0.0002671903,0.003977763,0.0001085243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000221365,0.007100875,0.009436633,0.0000952042,0.000238781,0.000001004543,0.4857119,5.048794e-7,0.0002060535,0.003242267,0.01090848,0.4828369],"study_design_scores_gemma":[0.001090096,0.001252499,0.09175484,0.003157538,0.00008431292,0.0001432422,0.8948857,0.00009168951,0.001349022,0.001414537,0.004671548,0.0001049414],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221099,0.0001728454,0.001818944,0.06940085,0.00585201,0.0003951397,0.000001335797,0.00000579683,0.000243158],"genre_scores_gemma":[0.9936152,0.0001244063,0.002321776,0.00241167,0.001259509,0.00009146522,0.0000115882,0.00001298102,0.0001514478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4827319,"threshold_uncertainty_score":0.9991387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2195302967809548,"score_gpt":0.5378245992180493,"score_spread":0.3182943024370944,"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."}}