{"id":"W3158091355","doi":"10.1111/medu.14544","title":"The curious case of case study research","year":2021,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Foothills Medical Centre; Dalhousie University","funders":"","keywords":"Emic and etic; Sophistication; Context (archaeology); Reflexivity; Corporate social responsibility; Conversation; Value (mathematics); Field (mathematics); Sociology; Set (abstract data type); Psychology; Engineering ethics; Epistemology; Public relations; Political science; Social science; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.249344,0.001694995,0.003923805,0.01035296,0.01413152,0.02680121,0.008936945,0.01899985,0.009591475],"category_scores_gemma":[0.3331673,0.002455281,0.002621219,0.008188859,0.08972498,0.04707411,0.02528685,0.02475733,0.002522215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01300765,"about_ca_system_score_gemma":0.01856352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003728111,"about_ca_topic_score_gemma":0.004056165,"domain_scores_codex":[0.5292702,0.3924782,0.01330947,0.02266498,0.03780412,0.004473039],"domain_scores_gemma":[0.4570946,0.4491031,0.01310405,0.06053335,0.01583473,0.004330112],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003046975,0.00003911401,0.0006936272,0.0009005844,0.00008147807,0.001579895,0.03760447,0.0003456798,0.0001258273,0.9220333,0.01914341,0.01742216],"study_design_scores_gemma":[0.00004069773,0.00003886802,0.0002223841,0.003413024,0.00003835812,0.002615913,0.02077725,0.0007548655,0.0002107137,0.6616797,0.3101453,0.00006295308],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.009966872,0.02929315,0.2915051,0.4505141,0.006703958,0.001791319,0.000392778,0.0005547926,0.209278],"genre_scores_gemma":[0.4389587,0.01870737,0.3716922,0.1271144,0.005776199,0.009052939,0.000362818,0.0007121669,0.02762326],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.750656,"threshold_uncertainty_score":0.9256925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05527016748323011,"score_gpt":0.5204514222463406,"score_spread":0.4651812547631105,"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."}}