{"id":"W7135160050","doi":"","title":"AI Logic Of Care: Design for future medical care and premises for upgrading smart bandages for diabetic chronic wounds","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Context (archaeology); Health care; Process (computing); Health technology; Logic model; Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000656214,0.0002046241,0.0004946465,0.0005487543,0.001502565,0.00007013528,0.0005223806,0.0003411155,0.000001151599],"category_scores_gemma":[0.0001548037,0.0002101691,0.0002008034,0.0006421509,0.0003936734,0.0002587709,0.0002164665,0.0003143574,0.000001545224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130177,"about_ca_system_score_gemma":0.001816227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002604837,"about_ca_topic_score_gemma":0.000144958,"domain_scores_codex":[0.9978657,0.0002412996,0.0001674328,0.0005952186,0.0005054026,0.0006249865],"domain_scores_gemma":[0.9973239,0.0008565397,0.00008876495,0.0003509315,0.0009514937,0.0004283572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01300021,0.0004484545,0.02326913,0.008849232,0.001497708,0.001024533,0.007660197,0.0001075431,0.002604443,0.9187893,0.009382411,0.01336685],"study_design_scores_gemma":[0.03567847,0.01743472,0.008065779,0.002160524,0.001746547,0.00006561089,0.0542775,0.002640192,0.01300444,0.0005783608,0.8634765,0.000871355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8305767,0.005951117,0.01112374,0.009401429,0.001195928,0.02259993,0.0008215159,0.0004733099,0.1178564],"genre_scores_gemma":[0.943594,0.001214364,0.003173953,0.0000454196,0.0003492134,0.0000195053,0.0003220885,0.00005093547,0.05123045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9182109,"threshold_uncertainty_score":0.9997973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07906884698270444,"score_gpt":0.3683459654736059,"score_spread":0.2892771184909014,"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."}}