{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003300701,0.0006117769,0.0007749319,0.002810185,0.003724185,0.006684348,0.0007366303,0.003628342,0.02889174],"category_scores_gemma":[0.008925882,0.0002949926,0.0008804452,0.003069716,0.00188836,0.003531667,0.002149917,0.005386774,0.005429592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004355418,"about_ca_system_score_gemma":0.007399262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01374595,"about_ca_topic_score_gemma":0.03129806,"domain_scores_codex":[0.9983593,0.0003158167,0.0001890279,0.0002047838,0.0004117664,0.0005192837],"domain_scores_gemma":[0.9945573,0.0006421652,0.0004323452,0.00007195212,0.001480347,0.002815925],"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":[0.0001977976,0.00006453516,0.01322814,0.002053425,0.00005446743,0.0008963388,0.002004029,0.0001051444,0.000244033,0.003374103,0.8304882,0.1472898],"study_design_scores_gemma":[0.00001817729,0.0001040135,0.01705118,0.004590001,0.00004674517,0.001240835,0.006518082,0.00003768581,0.0001638393,0.001248802,0.9689218,0.000058849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01072256,0.2155727,0.0004067001,0.6100425,0.1244269,0.00008309996,0.001951653,0.0001317456,0.03666223],"genre_scores_gemma":[0.08080803,0.4630117,0.0008111791,0.2213538,0.1649609,0.0002017767,0.003322941,0.000362854,0.06516675],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02889174,"threshold_uncertainty_score":0.09665251,"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."}}