{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001056546,0.000693127,0.0007111524,0.0009470031,0.0006309764,0.001308192,0.0006962399,0.00257354,0.07046262],"category_scores_gemma":[0.00198465,0.0001731176,0.0008894018,0.0006122508,0.0001660187,0.001278552,0.00107041,0.002663599,0.01654062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007086479,"about_ca_system_score_gemma":0.001477966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002783619,"about_ca_topic_score_gemma":0.009688276,"domain_scores_codex":[0.9995659,0.00009202329,0.00004601421,0.00004477417,0.0001698622,0.00008136609],"domain_scores_gemma":[0.9986198,0.0001834481,0.0001165355,0.0000247274,0.0006281317,0.0004274482],"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":[0.00007040206,0.0001049163,0.0001589024,0.001505904,0.00001528902,0.00004059726,0.00002930063,0.0000292842,0.000204291,0.0002284244,0.8045769,0.1930358],"study_design_scores_gemma":[0.00006828728,0.0001593898,0.002998309,0.002870857,0.00004530254,0.0001826408,0.00008198537,0.00004215165,0.00007546006,0.0004822297,0.9929812,0.00001214706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.003029231,0.4845058,0.001752757,0.2240508,0.1074825,0.001684761,0.003690047,0.0007243441,0.1730796],"genre_scores_gemma":[0.009559626,0.6271363,0.00379463,0.09422307,0.1122095,0.001278167,0.004591684,0.0001435926,0.1470633],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07046262,"threshold_uncertainty_score":0.2357209,"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."}}