{"id":"W4400650638","doi":"10.2196/55089","title":"Ayurvedic Management of Presbycusis (Project TOPMAC): Protocol for an Exploratory Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Presbycusis; Tinnitus; Randomized controlled trial; Hearing loss; Audiology; Quality of life (healthcare); Hearing aid; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01871183,0.005359264,0.01026352,0.001645269,0.002305041,0.003312613,0.002581518,0.005807268,0.0704627],"category_scores_gemma":[0.01612413,0.002100453,0.005651584,0.002231118,0.00281965,0.00255061,0.001589011,0.005387457,0.008121662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003540209,"about_ca_system_score_gemma":0.008844667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001963231,"about_ca_topic_score_gemma":0.003749515,"domain_scores_codex":[0.9908919,0.005314747,0.0009769653,0.0008546522,0.0008888808,0.001072901],"domain_scores_gemma":[0.9923062,0.002034158,0.001876595,0.0008753734,0.001881492,0.001026337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9257644,0.01190975,0.0004800116,0.02267112,0.002776657,0.0001693807,0.0002538747,0.0009501512,0.001626517,0.002316873,0.01098032,0.02010087],"study_design_scores_gemma":[0.9493333,0.02566091,0.001433243,0.00249155,0.001428911,0.00003659237,0.0001257967,0.0008450048,0.0005061833,0.001573662,0.0164944,0.00007041476],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003658149,0.0005331222,0.001017481,0.0002493661,0.0004440148,0.9917756,0.001361538,0.00009990013,0.0008607919],"genre_scores_gemma":[0.003428342,0.0001885416,0.001491541,0.0002331144,0.00006046075,0.9939286,0.0001511449,0.000004918835,0.0005134025],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0704627,"threshold_uncertainty_score":0.2357212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4674362147510287,"score_gpt":0.5995027460387505,"score_spread":0.1320665312877218,"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."}}