{"id":"W4378640307","doi":"10.1177/00469580231176354","title":"Discharge Disposition After Limb Amputation in a Publicly Funded Health Care System","year":2023,"lang":"en","type":"article","venue":"INQUIRY The Journal of Health Care Organization Provision and Financing","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Residence; Amputation; Specialty; Medicine; Health care; Hospital discharge; Home health; Nursing; Family medicine; Medical emergency; Psychology; Intensive care medicine; Demography; Surgery; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001177083,0.000120406,0.0003175208,0.0004222619,0.0002237451,0.00006243645,0.00006767783,0.00006387832,0.00000795007],"category_scores_gemma":[0.00009275848,0.00008458956,0.00003381338,0.0009373238,0.00002587651,0.0002590539,0.00006373892,0.0002385489,0.00000656599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006151195,"about_ca_system_score_gemma":0.0003847047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008115337,"about_ca_topic_score_gemma":0.00009061582,"domain_scores_codex":[0.9982659,0.0002130209,0.0007491751,0.0001499561,0.0003744565,0.0002474951],"domain_scores_gemma":[0.9987792,0.00004478525,0.0005148129,0.0001381997,0.0004129605,0.0001100435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009391903,0.0002938498,0.2969908,0.01478446,0.00009576511,0.00009559721,0.2916696,0.000525452,0.0002094612,0.002545502,0.01390469,0.3779457],"study_design_scores_gemma":[0.002790926,0.002098727,0.8245747,0.002691169,0.00006208021,0.00009102842,0.1637147,0.0005207085,0.00008521391,0.00002470847,0.003163906,0.0001821462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621714,0.003052481,0.01331073,0.01951674,0.0008323421,0.0009980161,0.000005155162,0.00007371562,0.00003941399],"genre_scores_gemma":[0.9973832,0.0005294156,0.0002389637,0.001560645,0.0001321402,0.00000664332,0.00008659039,0.00002686372,0.00003551303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5275839,"threshold_uncertainty_score":0.3449462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416686331207635,"score_gpt":0.3051864375566851,"score_spread":0.2910195742446087,"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."}}