{"id":"W4403443571","doi":"10.46747/cfp.7010e140","title":"Approche pour les cas d’otite externe","year":2024,"lang":"fr","type":"review","venue":"Canadian Family Physician","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital; Queen's University","funders":"","keywords":"Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01234535,0.001273871,0.00179871,0.006325954,0.001874763,0.004301946,0.002223995,0.005057978,0.02580603],"category_scores_gemma":[0.05094425,0.0007715016,0.00379012,0.002873856,0.001522878,0.006080715,0.002542143,0.003854816,0.01041818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386821,"about_ca_system_score_gemma":0.007622865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006060937,"about_ca_topic_score_gemma":0.009996033,"domain_scores_codex":[0.9864244,0.006243103,0.00282066,0.0009690989,0.00311207,0.0004307747],"domain_scores_gemma":[0.9617972,0.02077789,0.004329392,0.001645734,0.01064436,0.0008053466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009307543,0.0002923656,0.009241441,0.03654986,0.0006480851,0.01005204,0.003096431,0.0006223641,0.004708651,0.006855316,0.1278286,0.7991741],"study_design_scores_gemma":[0.0003645173,0.0006219676,0.01220077,0.04848541,0.001453043,0.03360493,0.004486362,0.0007063269,0.004269866,0.01574222,0.8778302,0.0002343495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.013625,0.6635053,0.05531944,0.1620764,0.01525901,0.00330975,0.002958313,0.001190912,0.08275594],"genre_scores_gemma":[0.1255709,0.586439,0.1693085,0.05683576,0.01235913,0.004037593,0.004570365,0.0003441283,0.04053464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02580603,"threshold_uncertainty_score":0.08632982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05101453720426503,"score_gpt":0.2893379675301943,"score_spread":0.2383234303259293,"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."}}