{"id":"W3112504972","doi":"10.32481/djph.2017.03.011","title":"A Primary Care Nursing Perspective on Chronic Disease Prevention and Management","year":2017,"lang":"en","type":"article","venue":"Delaware Journal of Public Health","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Nursing; Medicine; Primary care; Chronic disease; Intensive care medicine; Nursing management; Family medicine; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001961009,0.0001282635,0.0002829482,0.0001898923,0.002434873,0.0001147961,0.0002516741,0.00006885644,0.00006328955],"category_scores_gemma":[0.0001917225,0.0001063442,0.00007475546,0.00005495266,0.0000824192,0.0006021285,0.00005798767,0.0006820243,0.00001120165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003342869,"about_ca_system_score_gemma":0.00250177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007283648,"about_ca_topic_score_gemma":0.00008408006,"domain_scores_codex":[0.9976492,0.0007861925,0.0005058793,0.0001942552,0.0003939429,0.0004705133],"domain_scores_gemma":[0.9969153,0.0001237069,0.001557108,0.0003651919,0.0004279715,0.0006106801],"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":[0.0004175383,0.0004010923,0.01643739,0.003441357,0.0001631391,0.00008839456,0.02482356,0.00000823366,0.000001707744,0.04220943,0.01339038,0.8986178],"study_design_scores_gemma":[0.003818127,0.002438988,0.7209036,0.01283445,0.0001272927,0.00003169715,0.07708992,0.00005712164,3.565472e-7,0.005972642,0.1764697,0.0002560732],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2855017,0.05894865,0.008389727,0.4680739,0.008347579,0.003454783,0.00008213895,0.000116773,0.1670847],"genre_scores_gemma":[0.9914277,0.00474844,0.0008559061,0.001345609,0.0009817968,0.00001227244,0.00001106436,0.00002587598,0.0005913426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8983617,"threshold_uncertainty_score":0.9988638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114176570986942,"score_gpt":0.5054874307983068,"score_spread":0.3940697736996127,"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."}}