{"id":"W6977100010","doi":"10.6084/m9.figshare.c.5701369.v1","title":"A survey on Canadian pediatric hospital clinical/medical teaching unit implementation during the first and second wave of the COVID-19 pandemic","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Rounding; Pediatric hospital; Unit (ring theory); Coronavirus disease 2019 (COVID-19); Best practice; MEDLINE; Health care","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":[],"consensus_categories":[],"category_scores_codex":[0.005833608,0.0002238232,0.0002731695,0.001441622,0.003668941,0.001476643,0.001308197,0.0005475007,0.002513787],"category_scores_gemma":[0.01853956,0.0002737804,0.0003106688,0.002771261,0.001085902,0.0007118555,0.001938171,0.001084292,0.0002616639],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03380538,"about_ca_system_score_gemma":0.06340264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9241902,"about_ca_topic_score_gemma":0.9453793,"domain_scores_codex":[0.9927124,0.001201719,0.0005905194,0.0004470459,0.003438294,0.001610104],"domain_scores_gemma":[0.9776458,0.00279469,0.004053477,0.0004281572,0.009719508,0.005358344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009011276,0.0001393223,0.9090014,0.0003315583,0.00002676442,0.0002615918,0.03674724,0.0002454551,0.0005656324,0.000415857,0.01057598,0.04159921],"study_design_scores_gemma":[0.00000526734,0.0001318787,0.9377573,0.0001598273,0.000006853567,0.00008719759,0.04924501,0.0003143812,0.0002535626,0.00002451699,0.01197377,0.00004049229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854467,0.000314896,0.0002882544,0.002627911,0.00003438029,0.0003264887,0.002716215,0.00003103907,0.008214091],"genre_scores_gemma":[0.9940083,0.0008069826,0.001085547,0.001156887,0.00001292503,0.0001890669,0.001018279,0.00001284899,0.00170914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9661946,"threshold_uncertainty_score":0.2452763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2038569737652743,"score_gpt":0.4545654231173016,"score_spread":0.2507084493520274,"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."}}