{"id":"W2765377338","doi":"10.1002/nau.23254","title":"What was hot at ICS 2016?","year":2017,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Epidemiology; Variety (cybernetics); Gerontology; Regional science; Pathology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004100587,0.0001384125,0.0001986752,0.00005312684,0.002089032,0.00004815656,0.0002965013,0.0002166103,0.000298668],"category_scores_gemma":[0.0001221329,0.0001268699,0.00004717798,0.00001725446,0.0001669801,0.0003407015,0.000972097,0.0004945735,0.0003115871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002023493,"about_ca_system_score_gemma":0.00003197532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003255761,"about_ca_topic_score_gemma":0.000542946,"domain_scores_codex":[0.9986088,0.0003317611,0.0002429596,0.0003321213,0.00009810295,0.000386262],"domain_scores_gemma":[0.9988115,0.0001514345,0.000258993,0.0006172085,0.00004428582,0.0001165147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002003273,0.0005166746,0.4128046,0.0009561021,0.0004559811,0.0005794072,0.003625433,0.00009603272,0.0019012,0.08853899,0.4225177,0.06600468],"study_design_scores_gemma":[0.001061209,0.00009618112,0.4077343,0.00002307009,0.0000673828,0.000009793357,0.00009695266,0.002834077,0.000002914437,0.001792639,0.5861272,0.0001542766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000621,0.0005248214,0.001033637,0.03105864,0.0111364,0.0009832951,0.00001787242,0.000192336,0.05499094],"genre_scores_gemma":[0.9124958,0.003116161,0.0000711047,0.01180409,0.000198119,0.00004370118,0.00001773014,0.0000268133,0.07222647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1636096,"threshold_uncertainty_score":0.9992101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04095155102022308,"score_gpt":0.3931756886525522,"score_spread":0.3522241376323291,"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."}}