{"id":"W4403424086","doi":"10.46747/cfp.7010617","title":"Approach to otitis externa","year":2024,"lang":"en","type":"review","venue":"Canadian Family Physician","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Hotel Dieu Hospital; Queen's University","funders":"","keywords":"Otitis; Computer science; Data science; World Wide Web; Medicine; Surgery","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":[0.001082971,0.00103363,0.001302567,0.005872556,0.0008618573,0.00157615,0.001141412,0.001687544,0.01070585],"category_scores_gemma":[0.003320464,0.0002600676,0.000815493,0.003320492,0.0006578016,0.001298707,0.001082946,0.001726139,0.002965866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002961756,"about_ca_system_score_gemma":0.008765157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03376703,"about_ca_topic_score_gemma":0.05467766,"domain_scores_codex":[0.999099,0.0001432749,0.0001538927,0.0001038259,0.0004306923,0.0000693507],"domain_scores_gemma":[0.9983621,0.0004823483,0.0003040611,0.00003122733,0.0007091525,0.0001110088],"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":[0.00006928675,0.00005532605,0.0005418224,0.08148666,0.0002127659,0.0006480623,0.0001613124,0.0001747001,0.0005273625,0.001949937,0.09730767,0.816865],"study_design_scores_gemma":[0.00006816755,0.0000590175,0.003334909,0.07615811,0.0004054862,0.005438796,0.0002499217,0.00006419684,0.0001870888,0.001164028,0.9128424,0.00002783003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005744692,0.9961852,0.00008828834,0.000978581,0.0005223635,0.00001480488,0.00002873512,0.000007821789,0.002116723],"genre_scores_gemma":[0.001326941,0.9951727,0.0004116356,0.001394985,0.0005859855,0.00001373623,0.00005012591,0.000001842012,0.001042141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03376703,"threshold_uncertainty_score":0.067141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05923484391744998,"score_gpt":0.3002640336478253,"score_spread":0.2410291897303753,"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."}}