{"id":"W3090148051","doi":"10.22541/au.158713527.71077241","title":"Continuing The Clincal Services in Otolaryngology , Head & Neck Department in The time Of COVID 19 Pandemic","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine; myalgia; Sore throat; Hydroxychloroquine; Azithromycin; Pandemic; Outbreak; Public health; Pediatrics; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Virology; Infectious disease (medical specialty); Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001168393,0.0003544485,0.000291648,0.0007675341,0.003024779,0.00221049,0.0009820202,0.003193823,0.06420697],"category_scores_gemma":[0.003486475,0.0001919176,0.0004695954,0.0006695147,0.0009044782,0.002206297,0.003408487,0.006019857,0.00762912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003235413,"about_ca_system_score_gemma":0.01254004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02332848,"about_ca_topic_score_gemma":0.03306428,"domain_scores_codex":[0.9986486,0.0002056678,0.00007482641,0.0001969793,0.0002801144,0.0005937396],"domain_scores_gemma":[0.9958131,0.0002031121,0.0002933015,0.00007587647,0.0006666172,0.002947964],"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":[0.0001912107,0.0003961497,0.07618526,0.0009693215,0.00003821785,0.01273952,0.003608697,0.0003578652,0.003496384,0.01162887,0.6481608,0.2422277],"study_design_scores_gemma":[0.00003488406,0.0001681834,0.04626724,0.00139891,0.00002994208,0.009723783,0.01386849,0.0004079918,0.0006394515,0.003828527,0.9235626,0.00006999107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"dataset","genre_scores_codex":[0.09626332,0.04359464,0.00468755,0.6826106,0.03497508,0.0003950735,0.002376634,0.0006989044,0.1343983],"genre_scores_gemma":[0.4523951,0.05296325,0.009068434,0.2363087,0.0247809,0.0004463488,0.002848224,0.0004026519,0.2207864],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.06420697,"threshold_uncertainty_score":0.2147937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05134995491138509,"score_gpt":0.3680471144910031,"score_spread":0.316697159579618,"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."}}