{"id":"W2898973284","doi":"10.2196/11875","title":"Skin and Wound Map From 23,453 Nursing Home Resident Records: Relative Prevalence Study","year":2018,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Health records; Statement (logic); Nursing; Family medicine; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002039681,0.0002314061,0.0004211337,0.004225024,0.0005035532,0.0008662184,0.0005536065,0.00038189,0.00231107],"category_scores_gemma":[0.005417968,0.000346476,0.0006928123,0.005435822,0.0002946479,0.000711995,0.001322509,0.0004202736,0.0008549299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006044164,"about_ca_system_score_gemma":0.0006744855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02188815,"about_ca_topic_score_gemma":0.0234246,"domain_scores_codex":[0.9979628,0.000540433,0.0004377061,0.0004117189,0.0004724067,0.0001749242],"domain_scores_gemma":[0.9955806,0.001006041,0.001731187,0.0005284652,0.0009095236,0.0002441077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007354302,0.00004498812,0.9923099,0.0001460649,0.00008417111,0.0001169681,0.0008489242,0.00006711289,0.0004199166,0.00003191105,0.0006352881,0.005221266],"study_design_scores_gemma":[0.000004095173,0.0000470233,0.997832,0.00003318703,0.00002832512,0.0002796477,0.001046625,0.0002042301,0.00008053023,0.00001449398,0.0004225241,0.000007196012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887666,0.0002009946,0.0007291238,0.0000301877,0.000005290303,0.0001003768,0.009592244,0.00002582268,0.0005493092],"genre_scores_gemma":[0.9891323,0.0002856398,0.001453107,0.00003460768,0.00001122607,0.0002728665,0.008592878,0.00001242073,0.0002049639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02188815,"threshold_uncertainty_score":0.04352146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04098675619423588,"score_gpt":0.422324233669717,"score_spread":0.3813374774754811,"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."}}