{"id":"W3197188366","doi":"10.1093/pm/pnab215","title":"Accelerating Change: Reshaping Tufts’ Prelicensure Pain Curriculum to Meet the COVID-19 Challenge","year":2021,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Curriculum; Coronavirus Infections; Pandemic; Pain medicine; Betacoronavirus; Medical education; Psychology; Virology; Anesthesia; Anesthesiology; Pathology; Pedagogy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01084954,0.0005945533,0.0003287046,0.001783267,0.006624775,0.005512583,0.004563546,0.004903541,0.01516013],"category_scores_gemma":[0.01502605,0.0004112216,0.0007520112,0.0006993841,0.002580959,0.005202895,0.01365087,0.01025232,0.003398078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008804865,"about_ca_system_score_gemma":0.04721143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071786,"about_ca_topic_score_gemma":0.03805783,"domain_scores_codex":[0.9934993,0.001737652,0.0002023131,0.0003532552,0.001925145,0.002282362],"domain_scores_gemma":[0.9844617,0.001582355,0.000615589,0.0004540792,0.00177226,0.01111413],"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":[0.0001020153,0.002710699,0.008089671,0.0008862577,0.00002938771,0.0009846978,0.02359143,0.001021456,0.00292485,0.01520991,0.322056,0.6223937],"study_design_scores_gemma":[0.0001469726,0.0017246,0.04005274,0.003197698,0.00004412771,0.0009589074,0.0336714,0.001682703,0.002740395,0.01829553,0.89734,0.0001448649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2291621,0.0104143,0.02520534,0.6378797,0.02063045,0.002653892,0.0003174332,0.001572691,0.07216409],"genre_scores_gemma":[0.6322919,0.01420804,0.1221839,0.1495834,0.007642112,0.00298268,0.001055657,0.0006032185,0.06944899],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01516013,"threshold_uncertainty_score":0.06388414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042457022041086,"score_gpt":0.3540665424608432,"score_spread":0.2498208402567346,"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."}}