{"id":"W4205584196","doi":"10.1016/s1701-2163(16)32694-9","title":"Summative Feedback","year":2007,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Summative assessment; Medical physics; Formative assessment; Mathematics education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02969684,0.001402237,0.0008161709,0.003027089,0.002242643,0.00211047,0.001721503,0.001897083,0.06325677],"category_scores_gemma":[0.1663384,0.0004153649,0.001011791,0.001021978,0.0008819296,0.001831976,0.006224513,0.002882051,0.02087578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732607,"about_ca_system_score_gemma":0.005619762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009299479,"about_ca_topic_score_gemma":0.003589557,"domain_scores_codex":[0.9566082,0.02223564,0.003515421,0.002408158,0.01273881,0.002493873],"domain_scores_gemma":[0.8653582,0.05489084,0.00512498,0.01239938,0.05484262,0.007384011],"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":[0.001596876,0.002618575,0.008120297,0.001693132,0.00007104352,0.0004184631,0.0155566,0.0006006685,0.01142496,0.003013019,0.1301457,0.8247406],"study_design_scores_gemma":[0.001252825,0.008322647,0.1008697,0.007455337,0.0004064637,0.002160475,0.02767393,0.006514363,0.06960092,0.02305975,0.752046,0.0006375641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2854862,0.002083377,0.1453436,0.02024791,0.01583301,0.0313719,0.006683157,0.0116896,0.4812613],"genre_scores_gemma":[0.5641506,0.001690758,0.1175426,0.01022314,0.001563359,0.03683475,0.004656994,0.00171038,0.2616274],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06325677,"threshold_uncertainty_score":0.211615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1674311618610502,"score_gpt":0.3796139710350999,"score_spread":0.2121828091740497,"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."}}