{"id":"W3076312121","doi":"10.1007/s11606-020-06116-2","title":"It Was a Dark and Stormy Night","year":2020,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"University of Toronto","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003590427,0.0008688031,0.001003148,0.0008322163,0.01957805,0.008675493,0.0008777066,0.005877008,0.01800232],"category_scores_gemma":[0.01130749,0.0005537544,0.001166119,0.0006839989,0.006305834,0.003212748,0.005407205,0.02282353,0.006667646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005895332,"about_ca_system_score_gemma":0.004699309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01781063,"about_ca_topic_score_gemma":0.0372252,"domain_scores_codex":[0.9977062,0.0006400575,0.00007299763,0.0002098563,0.0006774308,0.0006933924],"domain_scores_gemma":[0.9904754,0.0005934045,0.0002662866,0.0003417279,0.00231747,0.006005892],"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":[0.0004706564,0.0002114071,0.00636027,0.0001860892,0.0001156174,0.002856082,0.01633758,0.0002320193,0.001725284,0.01566162,0.9378291,0.01801418],"study_design_scores_gemma":[0.00007856882,0.0001588666,0.01155936,0.0002725943,0.00002526582,0.0005654479,0.04134997,0.00007011158,0.0002729578,0.005071616,0.940474,0.0001013027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06442364,0.003668643,0.002053872,0.611479,0.2496376,0.0001695457,0.001400618,0.000450512,0.06671664],"genre_scores_gemma":[0.3482769,0.002755332,0.002172065,0.3683348,0.05080808,0.0003483001,0.0006962528,0.0008248368,0.2257835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01957805,"threshold_uncertainty_score":0.06022382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042136206658341,"score_gpt":0.4051954040657213,"score_spread":0.3009817833998872,"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."}}