{"id":"W2176613714","doi":"10.1121/1.4933521","title":"Patient centered method and soundscape—A bridge between clinicians and acousticians","year":2015,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Soundscape; Annoyance; Context (archaeology); Perception; Applied psychology; Work (physics); Noise (video); Psychology; Computer science; Medicine; Acoustics; Audiology; Engineering; Artificial intelligence; History; Mechanical engineering","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":[0.03583432,0.0007542137,0.0009751029,0.004478894,0.004488487,0.01156334,0.001903695,0.00434706,0.006789941],"category_scores_gemma":[0.04500731,0.0006023527,0.00084824,0.002086442,0.01903159,0.009991623,0.01358167,0.008587312,0.001557796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005341956,"about_ca_system_score_gemma":0.01296187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001914965,"about_ca_topic_score_gemma":0.002559964,"domain_scores_codex":[0.949161,0.03546059,0.002134955,0.001995945,0.01023511,0.001012328],"domain_scores_gemma":[0.9522558,0.02991798,0.003533087,0.002992519,0.006892787,0.00440783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002653449,0.0005590521,0.01315012,0.00268329,0.0001202597,0.0009844188,0.1441229,0.000330977,0.002509654,0.227118,0.05071428,0.5574417],"study_design_scores_gemma":[0.000170016,0.001054283,0.01873574,0.006780422,0.00009494698,0.0103898,0.1118309,0.0009433316,0.002036654,0.1924696,0.6551021,0.0003922658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05735907,0.07186105,0.2876975,0.3058021,0.01269618,0.001827705,0.0003147268,0.0009911205,0.2614506],"genre_scores_gemma":[0.5786278,0.03406102,0.2422946,0.1083308,0.005803315,0.002809764,0.0002132559,0.000522272,0.02733711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03583432,"threshold_uncertainty_score":0.1895123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06776127379189742,"score_gpt":0.4052241694960281,"score_spread":0.3374628957041307,"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."}}