{"id":"W2307207023","doi":"10.1177/1534734615627721","title":"The Point Prevalence of Malignancy in a Wound Clinic","year":2016,"lang":"en","type":"article","venue":"The International Journal of Lower Extremity Wounds","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Medicine; Malignancy; Biopsy; Chronic wound; Surgery; Retrospective cohort study; Odds ratio; Malignant transformation; Dermatology; Wound healing; Internal medicine; Pathology","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":[0.0003660917,0.0001087538,0.0002514813,0.001334419,0.0003549872,0.0006905826,0.0003286977,0.0003880977,0.00226884],"category_scores_gemma":[0.002930321,0.0001609928,0.0001619053,0.001122157,0.0002378801,0.0004798957,0.0004259102,0.0003957491,0.0002795388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606594,"about_ca_system_score_gemma":0.0002019428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044139,"about_ca_topic_score_gemma":0.00268807,"domain_scores_codex":[0.9992296,0.0002207103,0.00008201036,0.0001163173,0.0002580601,0.00009344109],"domain_scores_gemma":[0.9971635,0.0005791384,0.001430786,0.00009824436,0.0003661255,0.0003622391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002066163,0.00001214386,0.9984556,0.000008479193,0.000006815549,0.00013988,0.0000511899,0.00000978904,0.0001713029,0.00001010976,0.00005549519,0.001058585],"study_design_scores_gemma":[0.000001568924,0.00005375278,0.9976469,0.00001059,0.000005200588,0.001683388,0.0003346228,0.00008095169,0.00005555002,0.00001136408,0.0001133753,0.000002716779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998692,0.0003159789,0.00008717641,0.00005357059,0.00000579647,0.000008644394,0.000203366,0.000004872128,0.0006286018],"genre_scores_gemma":[0.9996594,0.0001037752,0.0000719731,0.00001601291,0.000007603697,0.00000432675,0.00008895521,6.7746e-7,0.00004730904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00226884,"threshold_uncertainty_score":0.007590055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752290984492366,"score_gpt":0.32784915249754,"score_spread":0.3003262426526164,"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."}}