{"id":"W2295913505","doi":"10.1111/coa.12638","title":"Response to Khan MK","year":2016,"lang":"en","type":"letter","venue":"Clinical Otolaryngology","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Neurotology; Otology; Medicine; Family medicine; Medical education; Ophthalmology; Psychiatry; Otorhinolaryngology","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009652304,0.0003392849,0.001151623,0.0002924966,0.00008038909,0.0000123294,0.0002598876,0.002297049,0.002654275],"category_scores_gemma":[0.003257276,0.0002315997,0.0005891785,0.0001904174,0.0002730629,0.00002951319,0.0001576211,0.002079097,0.006162856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004675661,"about_ca_system_score_gemma":0.0003714217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001446763,"about_ca_topic_score_gemma":0.000004675632,"domain_scores_codex":[0.996662,0.0007034967,0.0009189749,0.0008424562,0.0002359231,0.0006371496],"domain_scores_gemma":[0.9951983,0.003023329,0.0001598879,0.001113642,0.0001457443,0.0003591008],"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":[0.00330187,0.00008965757,0.03009836,0.00003169941,0.000151904,0.001950268,0.00001165418,1.846232e-8,0.00003606105,0.00002292638,0.9625744,0.001731179],"study_design_scores_gemma":[0.002096782,0.002386604,0.06950106,0.0001113583,0.0001874255,0.0002888835,0.000003594771,0.000001225851,0.000002385925,0.0003126196,0.9248418,0.0002663186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02320102,0.0001811409,0.00048938,0.9619935,0.003406209,0.0006950397,0.00008322195,0.0001678023,0.009782672],"genre_scores_gemma":[0.001236319,0.00008322822,0.0004205955,0.9399461,0.01141493,0.0001010775,0.0002021575,0.00008062074,0.04651499],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0394027,"threshold_uncertainty_score":0.9989982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05638316950815369,"score_gpt":0.3721892353714508,"score_spread":0.3158060658632971,"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."}}