{"id":"W3157098560","doi":"","title":"Connection in the time of covid-19","year":2021,"lang":"en","type":"article","venue":"University of Toronto Medical Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Humanity; Connection (principal bundle); 2019-20 coronavirus outbreak; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sociology; Medicine; Virology; Political science; Law; Engineering; Pathology; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008234773,0.00003644184,0.0001538881,0.00002149984,0.00005075364,0.000001722189,0.000109701,0.00008997028,0.01246948],"category_scores_gemma":[0.002149833,0.00002805088,0.00007550196,0.00005610555,0.0001360907,0.00006424005,0.00001851916,0.0002344593,0.000004175084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001921776,"about_ca_system_score_gemma":0.001598474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476799,"about_ca_topic_score_gemma":0.00105819,"domain_scores_codex":[0.9990234,0.0001631235,0.0001418705,0.00006364191,0.0005243899,0.00008357197],"domain_scores_gemma":[0.9991902,0.0001887776,0.00008697459,0.00008997265,0.0001147485,0.0003293498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00244272,0.006152914,0.01870381,0.0009029582,0.000496544,0.008341083,0.5361059,0.00001648444,0.005318943,0.003563314,0.2250105,0.1929447],"study_design_scores_gemma":[0.01117711,0.001051844,0.1322697,0.0008985256,0.0003925924,0.006355022,0.6273563,0.0005923461,0.0006708698,0.0007780073,0.2182724,0.0001853366],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926174,0.001856255,0.00220607,0.04734498,0.0003466282,0.0001121672,0.000003201553,0.000008785914,0.02194792],"genre_scores_gemma":[0.9944801,0.001408589,0.0004022768,0.00248349,0.0001929538,4.482105e-8,0.00001159981,0.000002498153,0.001018495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1927594,"threshold_uncertainty_score":0.9884332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159080418749591,"score_gpt":0.2835022724463934,"score_spread":0.2675942305714343,"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."}}