{"id":"W4254924799","doi":"10.1080/0142159x.2020.1830052","title":"Performance assessment: Consensus statement and recommendations from the 2020 Ottawa Conference","year":2020,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statement (logic); Consensus conference; Medical education; MEDLINE; Political science; Medicine; Library science; Computer science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4119931,0.003532405,0.006668887,0.01795089,0.007139435,0.02074406,0.01968897,0.02130268,0.005563173],"category_scores_gemma":[0.3898915,0.003278525,0.01234461,0.01183315,0.01159595,0.009500747,0.02040017,0.03490435,0.007375918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06850103,"about_ca_system_score_gemma":0.2358237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09200633,"about_ca_topic_score_gemma":0.07683121,"domain_scores_codex":[0.5704595,0.1705674,0.1010779,0.0111791,0.1314385,0.01527749],"domain_scores_gemma":[0.4079304,0.1303928,0.03905586,0.0141505,0.3763902,0.03208017],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004480365,0.0002945603,0.002643401,0.02902356,0.0005510597,0.0003694582,0.003357721,0.00164989,0.0004770496,0.01578096,0.6778316,0.2675727],"study_design_scores_gemma":[0.0002515874,0.0002386488,0.006682612,0.1138424,0.0007178372,0.0003136067,0.004185003,0.001029897,0.0009427913,0.01474607,0.8565499,0.0004996885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001464983,0.08954614,0.02277244,0.8102549,0.04920293,0.004833617,0.003138978,0.0006979989,0.01808803],"genre_scores_gemma":[0.08123031,0.2276516,0.297854,0.2784239,0.02258489,0.0321775,0.02591837,0.001460146,0.03269924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5880069,"threshold_uncertainty_score":0.7251171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04581137911629056,"score_gpt":0.3664182182468435,"score_spread":0.3206068391305529,"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."}}