{"id":"W3036319617","doi":"10.1097/mao.0000000000002708","title":"Comment on “Mortality and Cause of Death in Hearing Loss Participants: A Longitudinal Follow-Up Study Using a National Sample Cohort”","year":2020,"lang":"en","type":"letter","venue":"Otology & Neurotology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Medicine; Confounding; Spurious relationship; Epidemiology; Hearing loss; Outcome (game theory); Cohort study; Sample size determination; Clinical study design; Causal chain; Causality (physics); Cause of death; Demography; Audiology; Statistics; Clinical trial; Disease; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0181378,0.002197247,0.003264426,0.001856763,0.003252604,0.003684139,0.007372536,0.03429613,0.006741017],"category_scores_gemma":[0.09637009,0.001457282,0.002788093,0.00196989,0.003734682,0.004640569,0.002373003,0.03533913,0.006911097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003696381,"about_ca_system_score_gemma":0.004761466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009004964,"about_ca_topic_score_gemma":0.007050948,"domain_scores_codex":[0.987705,0.004254837,0.002230669,0.001766874,0.003157492,0.0008850854],"domain_scores_gemma":[0.9475155,0.03151909,0.003832293,0.001632215,0.01286254,0.002638409],"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":[0.0000632657,0.00002018219,0.0004586483,0.0002226398,0.00004250902,0.0002392733,0.00009253205,0.00003385461,0.00007251594,0.000331212,0.9960794,0.002343982],"study_design_scores_gemma":[0.0002759365,0.0001722909,0.006218624,0.001870771,0.0002746647,0.001315102,0.0007799341,0.001117037,0.0009917504,0.003351951,0.9834046,0.0002272837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004613296,0.00194834,0.0003499585,0.7942947,0.2016748,0.00004802566,0.0005482401,0.0001460661,0.0005285619],"genre_scores_gemma":[0.002465055,0.001041171,0.0003694842,0.8529291,0.1413019,0.00009978266,0.0001119406,0.00005683184,0.001624735],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03429613,"threshold_uncertainty_score":0.09592301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2776190490255636,"score_gpt":0.4025969982923012,"score_spread":0.1249779492667376,"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."}}