{"id":"W2321946886","doi":"10.1097/01.hj.0000464228.04664.d7","title":"Anticipate Families’ Most Common Hearing Healthcare Questions","year":2015,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hearing loss; Audiology; Congenital hearing loss; Medicine; Hearing aid; Etiology; Psychology; Sensorineural hearing loss; Psychiatry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003493591,0.0001854314,0.0003389184,0.0001717158,0.003554689,0.00005063021,0.0003520921,0.0001688423,0.00006141148],"category_scores_gemma":[0.0007813246,0.0001216474,0.00008384201,0.0004050876,0.0001047797,0.0001842363,0.0001901224,0.002271921,0.0003723864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004008984,"about_ca_system_score_gemma":0.002881065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002691934,"about_ca_topic_score_gemma":0.0002199459,"domain_scores_codex":[0.9956505,0.001651431,0.0009378599,0.000188569,0.0005155539,0.001056117],"domain_scores_gemma":[0.9970308,0.0004355323,0.0003506242,0.0004148036,0.0003735383,0.001394703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002125182,0.0001181358,0.9406135,0.0003265533,0.00003533885,0.00009842288,0.00482793,0.000359029,0.00003324415,0.001438775,0.04353354,0.008403021],"study_design_scores_gemma":[0.003860373,0.0005407371,0.7059072,0.001290253,0.0001453802,0.0003542897,0.01836242,0.001575399,0.000009889294,0.006806775,0.260497,0.0006503286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750333,0.004851631,0.0001921487,0.01358316,0.001955428,0.0005307003,0.00002010399,0.0001835441,0.003650015],"genre_scores_gemma":[0.9863831,0.0007825849,0.0001913371,0.00905804,0.002893621,0.00003905912,0.000004311595,0.00003996548,0.0006079965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2347063,"threshold_uncertainty_score":0.9977425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2173276708362158,"score_gpt":0.4711544978220678,"score_spread":0.253826826985852,"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."}}