{"id":"W4381786767","doi":"10.56885/zhru1283","title":"Pressure Injuries: Changing Mindset Changes Outcomes","year":2023,"lang":"en","type":"article","venue":"Wound Care Canada","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindset; Psychology; Computer science; Artificial intelligence","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":[0.001865299,0.0002863251,0.0004356955,0.0005879194,0.003468209,0.002407369,0.001063562,0.0009123381,0.006486299],"category_scores_gemma":[0.01179836,0.0001685123,0.0009595055,0.001066139,0.001254238,0.001425739,0.002088599,0.002557969,0.0004902271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0113953,"about_ca_system_score_gemma":0.01987325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4330734,"about_ca_topic_score_gemma":0.5781431,"domain_scores_codex":[0.997826,0.0004198625,0.0000852677,0.0001605541,0.0006999149,0.0008083095],"domain_scores_gemma":[0.9942115,0.0004992345,0.0008803474,0.0001678936,0.001273258,0.002967719],"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":[0.0009041129,0.005748925,0.5441666,0.0007052642,0.0005268275,0.0002496674,0.01089679,0.0004346899,0.0004617763,0.002193537,0.02786304,0.4058488],"study_design_scores_gemma":[0.0001311713,0.0007010025,0.9791383,0.0006071148,0.0001466243,0.00008301117,0.005903233,0.0002596905,0.0002534523,0.001736445,0.01099691,0.0000431269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9354119,0.004694007,0.0005216636,0.02788215,0.0008883847,0.0003386464,0.001113975,0.0001321365,0.02901715],"genre_scores_gemma":[0.9921721,0.001690956,0.0007803166,0.002453987,0.000105255,0.0001231638,0.0003970015,0.00002549474,0.002251745],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4330734,"threshold_uncertainty_score":0.8611052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285349023795225,"score_gpt":0.3601764634427633,"score_spread":0.3316415610632408,"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."}}