{"id":"W3039043422","doi":"10.4236/ce.2020.116067","title":"CyberPatient<sup>TM</sup>—An Innovative Approach to Medical Education","year":2020,"lang":"en","type":"article","venue":"Creative Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Faculty of Medicine, University of British Columbia","keywords":"Psychological intervention; Repeated measures design; Analysis of variance; Randomized controlled trial; Medical history; Objective structured clinical examination; Medicine; Psychology; Internal medicine; Medical education; Mathematics; Statistics; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001465229,0.0008444292,0.0009872178,0.00113381,0.0005769463,0.0001756006,0.000785929,0.0007254804,0.006852777],"category_scores_gemma":[0.02530501,0.0008299983,0.0001777177,0.006486375,0.0005753645,0.0008423863,0.0002033649,0.001446637,0.002850982],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490062,"about_ca_system_score_gemma":0.01069474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002203902,"about_ca_topic_score_gemma":0.00004468807,"domain_scores_codex":[0.9927077,0.0005724629,0.001745162,0.001727856,0.002324645,0.000922157],"domain_scores_gemma":[0.9908263,0.0002341015,0.0007455816,0.001601397,0.005077769,0.001514855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005275114,0.01024456,0.005709536,0.0005038553,0.0003138741,9.486409e-7,0.09616884,0.00007108627,0.00317179,0.01422512,0.6566554,0.2124075],"study_design_scores_gemma":[0.001539154,0.0005503092,0.02154597,0.0009020685,0.0003727009,0.0000993248,0.01040396,0.0004718073,0.0004370732,0.000679087,0.9618436,0.00115502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8258945,0.0004613053,0.03596191,0.04208972,0.002684584,0.003762543,0.0000548298,0.0004677422,0.08862284],"genre_scores_gemma":[0.7161787,0.00008889552,0.1700305,0.05786451,0.008805393,0.002958847,0.02215575,0.0003141226,0.02160336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3051881,"threshold_uncertainty_score":0.9994151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05075243838143751,"score_gpt":0.3764976732939708,"score_spread":0.3257452349125333,"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."}}