{"id":"W4409329040","doi":"10.2196/63627","title":"A Health Service Research Study on a Low-Threshold Hearing Screening Program for Childhood Cancer Survivors in Switzerland: Protocol for the HEAR Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Protocol (science); Childhood cancer; Service (business); Health services; Medicine; Psychology; Gerontology; Cancer; Computer science; World Wide Web; Population; Environmental health; Alternative 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":[0.0360443,0.004268534,0.00568266,0.003171261,0.00446723,0.002686396,0.002674112,0.004246536,0.05221809],"category_scores_gemma":[0.02552715,0.002494187,0.004102763,0.004449883,0.002342347,0.002530659,0.002414166,0.004331222,0.0123405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006986781,"about_ca_system_score_gemma":0.03117388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062586,"about_ca_topic_score_gemma":0.01362032,"domain_scores_codex":[0.9773121,0.01402989,0.003020546,0.001935289,0.001464233,0.002237939],"domain_scores_gemma":[0.9833004,0.003937878,0.002552133,0.002603081,0.005919643,0.001686792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3950759,0.0784329,0.03420612,0.08340631,0.003400992,0.003754439,0.01667703,0.01128243,0.01004555,0.02031153,0.1564044,0.1870024],"study_design_scores_gemma":[0.3830645,0.08016109,0.1356107,0.02436583,0.002385544,0.0006356678,0.009907836,0.006823644,0.00474426,0.01049429,0.3407813,0.001025424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001934646,0.0001008547,0.000834722,0.00009243893,0.00007444405,0.9945666,0.001715653,0.00002729151,0.0006532838],"genre_scores_gemma":[0.001181136,0.00004205153,0.0007228911,0.00004942465,0.00001046392,0.9976489,0.0002266165,0.000002210867,0.0001162297],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05221809,"threshold_uncertainty_score":0.1906227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5417149883260379,"score_gpt":0.6467402285294531,"score_spread":0.1050252402034152,"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."}}