{"id":"W4393860332","doi":"10.25144/17329","title":"ACOUSTICAL EVALUATION OF TWO WARDS OF A CANADIAN TEACHING HOSPITAL","year":2023,"lang":"en","type":"article","venue":"","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Teaching hospital; Medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006645334,0.0007077385,0.0005255966,0.001773371,0.004977615,0.001545273,0.0009478719,0.0007684189,0.002056096],"category_scores_gemma":[0.002825234,0.0004866642,0.0003544386,0.001274148,0.001544959,0.0002079672,0.001484127,0.0007716671,0.0003784939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01211388,"about_ca_system_score_gemma":0.008729988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7291284,"about_ca_topic_score_gemma":0.8654777,"domain_scores_codex":[0.9981313,0.0002110184,0.00007989893,0.0002047466,0.0006524349,0.0007207292],"domain_scores_gemma":[0.9965585,0.0002335013,0.0003375425,0.00007122522,0.00130963,0.001489603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002310878,0.0008974031,0.8487992,0.0003002787,0.000096392,0.01471507,0.06655724,0.0005572216,0.02864804,0.0001617691,0.002515632,0.03444086],"study_design_scores_gemma":[0.00002638672,0.0009249646,0.9183019,0.0000515733,0.0000243384,0.00138105,0.07545766,0.0004025197,0.001323859,0.0000213218,0.002018293,0.00006612784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998752,0.00005169107,0.00006741659,0.00007357258,0.00001552703,0.00005859176,0.0001111239,0.000003882481,0.0008662213],"genre_scores_gemma":[0.9978698,0.0001001026,0.0003871612,0.0001418278,0.00001876093,0.00002734359,0.0001374748,0.000005338601,0.001312135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2708716,"threshold_uncertainty_score":0.5449337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09311126355825611,"score_gpt":0.4769086988104963,"score_spread":0.3837974352522402,"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."}}