{"id":"W4234808829","doi":"10.1002/9781119501237.ch167","title":"Otitis","year":2020,"lang":"en","type":"other","venue":"Clinical Small Animal Internal Medicine","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Otitis; Medicine; Bulla (seal); Etiology; Dermatology; Ear canal; Surgery; Pathology; Internal medicine; Lung","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006415427,0.0004719126,0.001965897,0.000259396,0.00002609568,0.00000982694,0.0005669787,0.0009282166,0.05541848],"category_scores_gemma":[0.002853774,0.0003412704,0.0004025752,0.0002081309,0.001297064,0.000015376,0.0004288568,0.002463043,0.00365585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008148611,"about_ca_system_score_gemma":0.000200931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007426879,"about_ca_topic_score_gemma":0.0001225818,"domain_scores_codex":[0.9965873,0.0002509464,0.001148716,0.0009351639,0.0005499833,0.0005278423],"domain_scores_gemma":[0.9973343,0.0005224753,0.0003732791,0.0005427649,0.00009172809,0.001135441],"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":[0.002042415,0.0002701873,0.01687292,0.000378744,0.0005888618,0.009153802,0.00002286858,3.156557e-9,0.0005662246,0.0001085034,0.9559386,0.01405689],"study_design_scores_gemma":[0.003739361,0.02633508,0.01953642,0.002967156,0.000359338,0.002222384,0.00002686492,0.00005250154,0.00000414962,0.00003112817,0.9444689,0.0002567133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001400796,0.002370882,0.000259704,0.03405218,0.002069971,0.000750337,0.00002955695,0.0004366961,0.9586299],"genre_scores_gemma":[0.00715788,0.002228056,0.002816814,0.01410922,0.01923039,0.00003490379,0.00009251728,0.0007515124,0.9535787],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05176263,"threshold_uncertainty_score":0.9999039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2485946676456887,"score_gpt":0.4941485794066456,"score_spread":0.2455539117609569,"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."}}