{"id":"W4241976466","doi":"10.2310/7070.2004.00004","title":"Departments of Otolaryngology at Canadian Universities","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Medical education; Optometry; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001814822,0.0009111784,0.0005920929,0.004612875,0.0170828,0.005185578,0.003003245,0.001990427,0.09617606],"category_scores_gemma":[0.009973196,0.001065804,0.000650769,0.008263297,0.002345256,0.001538962,0.003329365,0.001891354,0.008771403],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1172749,"about_ca_system_score_gemma":0.3003844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9585128,"about_ca_topic_score_gemma":0.9922979,"domain_scores_codex":[0.9934003,0.0004361933,0.0003508297,0.0005973563,0.002591338,0.002623933],"domain_scores_gemma":[0.9605641,0.001080052,0.00168026,0.0004479026,0.01478546,0.02144223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005018129,0.0002607115,0.1425291,0.001521643,0.0001216065,0.003007416,0.006516477,0.001243677,0.003793317,0.01448598,0.5914028,0.2346154],"study_design_scores_gemma":[0.00008946819,0.0001316902,0.2997506,0.0008182471,0.0001066463,0.002685301,0.01596512,0.001020462,0.001255204,0.002630162,0.6753609,0.0001861096],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3700625,0.03469238,0.004036871,0.1226147,0.01316793,0.001718292,0.02090689,0.002213513,0.4305869],"genre_scores_gemma":[0.6156634,0.01833883,0.006279987,0.01517236,0.001745923,0.0002525301,0.003095664,0.0003901791,0.3390611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8827251,"threshold_uncertainty_score":0.8508931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357593915377167,"score_gpt":0.2283490066446307,"score_spread":0.214773067490859,"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."}}