{"id":"W4392259034","doi":"10.56885/dbsn8273","title":"Implementing best practice in Alberta: A diabetes foot care clinical pathway","year":2021,"lang":"en","type":"article","venue":"Limb Preservation Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foot (prosody); Diabetes mellitus; Diabetic foot; Foot care; Clinical Practice; Medicine; Best practice; Nursing; Political science; Endocrinology; Art","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003961887,0.0001605754,0.0003821524,0.0001278183,0.0001946736,0.0001724208,0.0001325439,0.0001390648,0.0006163276],"category_scores_gemma":[0.06881978,0.0001552896,0.0002081943,0.0004454104,0.00003211502,0.001577977,0.0002035969,0.001087336,0.00005548006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342007,"about_ca_system_score_gemma":0.0009183547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002157664,"about_ca_topic_score_gemma":0.001899827,"domain_scores_codex":[0.9953195,0.000837916,0.002377234,0.0003502078,0.0006203733,0.0004947209],"domain_scores_gemma":[0.9909641,0.005805156,0.0008980607,0.0003589442,0.001715711,0.0002580963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003469867,0.001001754,0.8907979,0.000100372,0.0001984134,0.0003183322,0.001281988,0.00004048346,0.001329802,0.0003681361,0.004178247,0.1000376],"study_design_scores_gemma":[0.007675319,0.001335255,0.1680857,0.0003878103,0.0004293969,0.0004669818,0.0184632,0.001143036,0.001313728,0.0006940946,0.7997022,0.0003033091],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.920287,0.0008318546,0.0006491971,0.0690924,0.000828347,0.0004268921,0.000008824747,0.00002377866,0.007851701],"genre_scores_gemma":[0.9681829,0.0005718968,0.02071332,0.006927351,0.001945458,0.00002830678,0.0002301431,0.00004521009,0.001355372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7955239,"threshold_uncertainty_score":0.939024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2013050400173667,"score_gpt":0.5025265114335747,"score_spread":0.301221471416208,"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."}}