{"id":"W4389936579","doi":"10.1080/0142159x.2023.2292002","title":"What did we teach; what did they learn?","year":2023,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Medical education; Mathematics education; Psychology; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.03618985,0.0003702235,0.0006166124,0.001622897,0.003093457,0.00860595,0.001459732,0.003409699,0.01121837],"category_scores_gemma":[0.1004098,0.0003645424,0.0004476974,0.0009362106,0.01423935,0.01994913,0.00326993,0.01016219,0.004073483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00995161,"about_ca_system_score_gemma":0.01605972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009337537,"about_ca_topic_score_gemma":0.01450324,"domain_scores_codex":[0.9796132,0.01424295,0.0005093007,0.001048086,0.002646269,0.0019403],"domain_scores_gemma":[0.9450355,0.02455965,0.003968695,0.002697211,0.0132637,0.01047535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007199336,0.0003992861,0.01874314,0.001487739,0.0001165,0.0001810343,0.05461782,0.000355817,0.0005613224,0.4714431,0.2627571,0.1892651],"study_design_scores_gemma":[0.0000410457,0.0001085019,0.01204035,0.002935265,0.00004584406,0.0002021511,0.1031935,0.0005817839,0.0009240274,0.3702754,0.5095347,0.0001173698],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01264324,0.006792126,0.009344443,0.8888862,0.004775622,0.0001440585,0.0003730172,0.00006799913,0.07697339],"genre_scores_gemma":[0.7162919,0.01926202,0.01779975,0.197117,0.00432067,0.0007162962,0.0003165634,0.000342827,0.04383299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03618985,"threshold_uncertainty_score":0.1913924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05357188582154757,"score_gpt":0.3784087241547044,"score_spread":0.3248368383331569,"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."}}