{"id":"W3021763515","doi":"10.1111/medu.14220","title":"Helping medical educators worldwide to pivot curricula online: pivotmeded.com","year":2020,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Curriculum; Medical education; Notice; Resource (disambiguation); Inclusion (mineral); Medicine; Psychology; Computer science; Pedagogy; Political 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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001030802,0.0003537653,0.000556502,0.0004244362,0.0001912362,0.00004750362,0.0005999788,0.0004678748,0.008692812],"category_scores_gemma":[0.04633655,0.0003178405,0.0001484564,0.002681141,0.0002611278,0.0001566506,0.0001687329,0.001386467,0.001003008],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004537987,"about_ca_system_score_gemma":0.009300388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000165169,"about_ca_topic_score_gemma":0.00002314721,"domain_scores_codex":[0.9941999,0.0001383975,0.001115585,0.0007810005,0.003132534,0.0006325227],"domain_scores_gemma":[0.996684,0.0001730406,0.0001874828,0.0005885634,0.0005884345,0.001778541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004808409,0.001815288,0.00720978,0.0002165104,0.00003561804,0.00001935951,0.001377481,0.000001444174,0.00007258596,0.001072426,0.6234488,0.3646826],"study_design_scores_gemma":[0.001552369,0.0004351816,0.02618963,0.002269972,0.0001636566,0.0003065877,0.00423385,0.005060665,0.0003255304,0.000171846,0.9586487,0.0006419756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3908912,0.0002996724,0.003662924,0.5983974,0.003836796,0.0007149567,0.000003543835,0.0002524378,0.001941125],"genre_scores_gemma":[0.4929962,0.00009277666,0.009231253,0.4876884,0.007696553,0.0002814535,0.0006706378,0.0000882948,0.00125442],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3640406,"threshold_uncertainty_score":0.9999273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443338689292524,"score_gpt":0.3641963150551589,"score_spread":0.3497629281622336,"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."}}