{"id":"W4405209114","doi":"10.1177/22925503241300352","title":"The Absence of Emergency Dermatology Consultation Services in Ontario Hospitals","year":2024,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Dermatology; Medicine; Family medicine; Medical emergency","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":[0.0009801184,0.0002089375,0.0002772961,0.001052044,0.00635526,0.002716193,0.001576836,0.0009598827,0.01312115],"category_scores_gemma":[0.00790034,0.0005962978,0.0003759114,0.00259955,0.001481118,0.0008641067,0.002144416,0.00134316,0.0004326901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04865847,"about_ca_system_score_gemma":0.07656404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9454319,"about_ca_topic_score_gemma":0.9883738,"domain_scores_codex":[0.9959909,0.0004314327,0.0002619328,0.0002122998,0.001052278,0.0020511],"domain_scores_gemma":[0.9697654,0.001990906,0.007574109,0.0003465129,0.004837651,0.01548553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002982158,0.0001677393,0.9569422,0.0003406128,0.00006383807,0.002009342,0.006806504,0.0003021872,0.0007280159,0.001654215,0.01639768,0.0142894],"study_design_scores_gemma":[0.0000182751,0.00004226629,0.9818985,0.0001699136,0.00001198073,0.0002528769,0.01029065,0.0001623244,0.00004333195,0.00009066563,0.007005355,0.00001371027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558051,0.001371877,0.0001160241,0.0130925,0.0001487254,0.000143387,0.0020912,0.00003398965,0.02719719],"genre_scores_gemma":[0.9934415,0.0006569813,0.0002036528,0.001654451,0.00006253789,0.00003149372,0.0003703409,0.00001214541,0.00356689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05456805,"threshold_uncertainty_score":0.3530436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032922171253356,"score_gpt":0.2739867826206875,"score_spread":0.2536575609081539,"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."}}