{"id":"W4220914932","doi":"10.1002/mds.28978","title":"Implementation and Outcomes of a Movement Disorder Society‐Sponsored Peer Reviewing Education and Mentoring Program","year":2022,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medical education; Competence (human resources); Peer mentoring; Psychology; Peer review; Program evaluation; Medicine","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":[0.0007272839,0.0001372895,0.0001748592,0.00006889692,0.000576449,0.0001540948,0.00009668367,0.0000168258,0.0005118355],"category_scores_gemma":[0.00002335291,0.0001330597,0.00006761856,0.0000536152,0.00007055838,0.0003076922,0.0001752771,0.0001462131,2.813594e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006979594,"about_ca_system_score_gemma":0.00003780553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001888398,"about_ca_topic_score_gemma":0.0003466233,"domain_scores_codex":[0.9987538,0.0000640302,0.0003370433,0.0002274873,0.0004018292,0.0002158174],"domain_scores_gemma":[0.9995754,0.00004234107,0.0001822904,0.0001026531,0.00005468751,0.0000426523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000112995,0.0003944411,0.2153936,0.0002915695,0.000164422,8.350677e-8,0.1071726,0.00001705348,0.00006148629,0.0698963,0.02230876,0.5842883],"study_design_scores_gemma":[0.0007576573,0.0001728842,0.01640587,0.00003403131,0.00007038515,5.941865e-8,0.3462757,0.000137768,0.00001099597,0.01143985,0.6244532,0.0002416115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968936,0.004570931,0.00004740088,0.01764359,0.0004897055,0.001425404,0.00007033005,0.000105697,0.006710942],"genre_scores_gemma":[0.9829555,0.0008767655,0.0007615092,0.005872827,0.0001862953,0.001228931,0.000200565,0.00004010406,0.007877543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6021445,"threshold_uncertainty_score":0.560424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889302202260972,"score_gpt":0.298565855209647,"score_spread":0.2796728331870372,"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."}}