{"id":"W2759652926","doi":"10.15766/mep_2374-8265.10121","title":"A Challenging Obstetric Communication Experience for Undergraduate Medical Education Using Standardized Patients and Student Self-Reflection","year":2015,"lang":"en","type":"article","venue":"MedEdPORTAL","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Medical education; Self-reflection; Psychology; Medicine; Mathematics education; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006738818,0.0001794687,0.0002766109,0.0002126491,0.001136874,0.000023108,0.0003473414,0.0002121617,0.00002699348],"category_scores_gemma":[0.00176431,0.0001773304,0.00004301716,0.000346452,0.00007412267,0.000329158,0.0002798755,0.0004329763,0.000009879241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009262965,"about_ca_system_score_gemma":0.001876506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003642027,"about_ca_topic_score_gemma":0.0002099823,"domain_scores_codex":[0.9968659,0.0007807939,0.0008231176,0.0003241295,0.0008102158,0.0003958581],"domain_scores_gemma":[0.9968247,0.0005073587,0.0005240518,0.0006286585,0.001068372,0.0004467887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002313361,0.001036899,0.8264555,0.0005615071,0.00008899441,9.222534e-7,0.1499313,0.00002407023,0.00002929635,0.003891709,0.003329525,0.01441902],"study_design_scores_gemma":[0.03515505,0.001690616,0.2386597,0.003949201,0.0004575139,0.00003595183,0.5633016,0.04830391,0.0001565915,0.01239613,0.09330371,0.002590116],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876301,0.003325353,0.001241929,0.002177585,0.00175503,0.002468234,0.00001242045,0.000216158,0.001173231],"genre_scores_gemma":[0.990774,0.000276942,0.007055024,0.0005365105,0.00009928523,0.001000497,0.0001460255,0.00003673421,0.00007495483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5877958,"threshold_uncertainty_score":0.8744034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2610452008087589,"score_gpt":0.5033735252069043,"score_spread":0.2423283243981453,"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."}}