{"id":"W4392258770","doi":"10.56885/cjfn1925","title":"Current and emerging treatments for people living with lower limb ulcers: Session summary","year":2022,"lang":"en","type":"article","venue":"Limb Preservation Journal","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Physical medicine and rehabilitation; Medicine; Psychology; Physical therapy; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001616801,0.0001359625,0.0002031828,0.0001318919,0.000634985,0.00008057041,0.00006130363,0.00001702761,0.0004053246],"category_scores_gemma":[0.00007378161,0.0001010549,0.00009767327,0.0001317931,0.00001295219,0.0003695765,0.00007014733,0.0001504132,0.000001150744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302568,"about_ca_system_score_gemma":0.0001248967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009197712,"about_ca_topic_score_gemma":0.000006903405,"domain_scores_codex":[0.9989571,0.00005641085,0.0002056924,0.0001914693,0.0003781011,0.0002112475],"domain_scores_gemma":[0.9992778,0.0001471212,0.0001594181,0.00012591,0.0001063447,0.0001834639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001451587,0.0077724,0.9597281,0.0001282968,0.0004305887,0.00004393674,0.0007444562,0.0002070526,0.00005460946,0.00007170784,0.01063651,0.01873078],"study_design_scores_gemma":[0.006290927,0.01812111,0.9331799,0.0009752402,0.001176969,0.0002818661,0.001763633,0.002011397,0.00004792021,0.0002919337,0.03558396,0.0002752043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928926,0.00364214,0.0002553106,0.002046695,0.000284244,0.0005007592,0.00002747892,0.00003270388,0.000318041],"genre_scores_gemma":[0.996679,0.001244594,0.0004840161,0.0001966253,0.0002346777,0.0002223863,0.00008664931,0.00002858702,0.0008234361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02654824,"threshold_uncertainty_score":0.4883855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02458378143933386,"score_gpt":0.2998968341395885,"score_spread":0.2753130527002546,"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."}}