{"id":"W2795621801","doi":"10.1016/j.profnurs.2018.03.006","title":"Clinical faculty development initiative: Providing student feedback","year":2018,"lang":"en","type":"article","venue":"Journal of Professional Nursing","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Red River College","funders":"","keywords":"Key (lock); Medical education; Process (computing); Medicine; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002067902,0.0001094673,0.0003030913,0.0002045433,0.0002520776,0.00001613614,0.0001355063,0.0001271923,0.0001973391],"category_scores_gemma":[0.001148278,0.0000762737,0.00008291097,0.0003162454,0.0002533041,0.0001906847,0.0000319292,0.0007369044,0.00004380151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004473164,"about_ca_system_score_gemma":0.001540442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.505449e-7,"about_ca_topic_score_gemma":1.384754e-7,"domain_scores_codex":[0.9974873,0.0001178983,0.001160034,0.0001365162,0.0008960161,0.0002022546],"domain_scores_gemma":[0.9974489,0.00008445373,0.0006804061,0.0001037168,0.001553496,0.0001290746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008057975,0.004346677,0.1108143,0.00009856432,0.0002476815,0.00006214545,0.01705668,7.552778e-7,0.001681434,0.0006303436,0.1513368,0.7129189],"study_design_scores_gemma":[0.002653046,0.0008667303,0.9389648,0.006567027,0.0001068424,0.0004699181,0.01021016,0.000087259,0.002960625,0.0004936971,0.03646249,0.0001573635],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801514,0.00006164186,0.002385337,0.009042862,0.006172711,0.000211752,4.240858e-7,0.00001238145,0.001961478],"genre_scores_gemma":[0.9015697,0.000003526896,0.09256469,0.001984637,0.003144414,0.000003340037,0.00001018935,0.00001507996,0.0007044008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8281506,"threshold_uncertainty_score":0.3201524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240886279099474,"score_gpt":0.5384287737549937,"score_spread":0.4143401458450463,"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."}}