{"id":"W3024714936","doi":"10.1177/1203475420926987","title":"The Impact of Suspension of Dermatology On-Call Services","year":2020,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Feeling; Service (business); Family medicine; Dermatology; Descriptive statistics; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002984945,0.0002100328,0.0001784218,0.0005003135,0.00228541,0.001796472,0.001043827,0.0007475241,0.008907514],"category_scores_gemma":[0.01907102,0.0001469792,0.0003753547,0.0005026631,0.001265028,0.000676415,0.001691977,0.001477438,0.0004917887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008591129,"about_ca_system_score_gemma":0.008043944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1173834,"about_ca_topic_score_gemma":0.1631211,"domain_scores_codex":[0.9927382,0.002034199,0.0004974598,0.0002490683,0.002603172,0.00187783],"domain_scores_gemma":[0.9654679,0.009395845,0.009062018,0.0006150204,0.00496622,0.0104929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000601058,0.000834866,0.9206341,0.00037429,0.0001454448,0.001331492,0.00903015,0.0004192867,0.001843685,0.0002953295,0.01071767,0.05377261],"study_design_scores_gemma":[0.00001305564,0.0003637759,0.9747585,0.0001150644,0.00002909623,0.0004057866,0.01983145,0.0001777809,0.0001878496,0.00003598,0.004061191,0.00002046344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883274,0.0003289592,0.00005732532,0.002972855,0.00005873968,0.00003447392,0.0001581133,0.00001391086,0.008048109],"genre_scores_gemma":[0.9988962,0.0001082505,0.00005467155,0.0004211446,0.00002784011,0.000009493254,0.00006855426,0.000003206689,0.0004105905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1173834,"threshold_uncertainty_score":0.2334003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03387889992707215,"score_gpt":0.3144395450397178,"score_spread":0.2805606451126456,"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."}}