{"id":"W4386699201","doi":"10.56885/zotk98182","title":"The Saskatchewan Lower Extremity Wound Pathway: A Missed Opportunity","year":2023,"lang":"en","type":"article","venue":"Limb Preservation Journal","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Care pathway; Amputation; Critical pathways; Wound care; Clinical pathway; Lower limb; Surgery; Nursing; Health care; Business","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":[0.001750002,0.0001248969,0.0001947994,0.0001220133,0.0005250493,0.0001264117,0.0001586373,0.0001019169,0.0002642318],"category_scores_gemma":[0.0007969685,0.00008369688,0.0002452743,0.0003709511,0.0001066729,0.0003477423,0.00005613664,0.0005399844,0.00003083777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005997179,"about_ca_system_score_gemma":0.0004926661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000134216,"about_ca_topic_score_gemma":0.00001630084,"domain_scores_codex":[0.9986746,0.0001769325,0.0003747281,0.0001540331,0.0003335618,0.0002861818],"domain_scores_gemma":[0.9986512,0.0002197128,0.0001832167,0.0003569613,0.0003401992,0.0002486965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001449146,0.0003843364,0.1545385,0.000126234,0.0007960286,0.001034395,0.001593004,0.000008748376,0.1742557,0.001050242,0.2344713,0.4302924],"study_design_scores_gemma":[0.001077633,0.0002018231,0.1658416,0.0001782323,0.00007804653,0.001688093,0.002477006,0.0003098931,0.0235828,0.01366678,0.7906258,0.0002722666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844831,0.0001726248,0.001809869,0.008337967,0.0006176127,0.0003299301,0.000005829163,0.0002391349,0.004003986],"genre_scores_gemma":[0.9678526,0.0008893043,0.001622609,0.001844376,0.0008234149,0.00004185506,0.00005917785,0.00004851675,0.02681817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5561545,"threshold_uncertainty_score":0.4038307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05392252519691765,"score_gpt":0.2853860599214882,"score_spread":0.2314635347245706,"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."}}