{"id":"W1533555482","doi":"10.1111/j.1365-2923.2010.03879.x","title":"Medical education research: the importance of research design and a programmatic approach","year":2010,"lang":"en","type":"letter","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Citation; Library science; Sociology; 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":[0.299552,0.001178124,0.003410981,0.002394983,0.008995357,0.01385206,0.006891951,0.08962731,0.006012116],"category_scores_gemma":[0.4356286,0.001997769,0.002126046,0.002007745,0.03416458,0.01914623,0.006688652,0.0854435,0.002255594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01160192,"about_ca_system_score_gemma":0.02992915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005296697,"about_ca_topic_score_gemma":0.01413783,"domain_scores_codex":[0.6657781,0.259203,0.02252971,0.01258601,0.03530926,0.004593984],"domain_scores_gemma":[0.298293,0.643894,0.009825497,0.01020318,0.02269683,0.0150875],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007092844,0.0004802557,0.005305728,0.001808566,0.0004344801,0.003018565,0.004418863,0.0005168842,0.0006322214,0.1485518,0.772545,0.06157833],"study_design_scores_gemma":[0.00238193,0.0006741214,0.003812696,0.005817786,0.0004255472,0.00541205,0.007035561,0.005554098,0.0009049865,0.40371,0.5637884,0.0004827849],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002512503,0.0008446313,0.0007755267,0.9931284,0.004233447,0.00003823202,0.00001272509,0.000008287454,0.0007074746],"genre_scores_gemma":[0.008156374,0.0009714671,0.004982725,0.9656937,0.0187943,0.0003528821,0.000009107491,0.00002129881,0.001018251],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.700448,"threshold_uncertainty_score":0.863777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1140827428630122,"score_gpt":0.4814295858123925,"score_spread":0.3673468429493803,"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."}}