{"id":"W2313565721","doi":"10.1097/ans.0b013e3182300d9a","title":"Advancing Population-Based Health-Promotion and Prevention Practice in Community-Health Nursing","year":2011,"lang":"en","type":"article","venue":"Advances in Nursing Science","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Health promotion; Nursing; Occupational health nursing; Community health; Population; Promotion (chess); Work (physics); Population health; Action (physics); Medicine; Health education; Public health; Political science; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007979381,0.0001677848,0.0003011766,0.0007665174,0.002379631,0.00001937816,0.0002570693,0.00009350688,0.00001242734],"category_scores_gemma":[0.001666801,0.0001831386,0.00001800473,0.001708386,0.0003609525,0.002454667,0.00001349939,0.001167177,0.000006655036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003547605,"about_ca_system_score_gemma":0.00219195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004433691,"about_ca_topic_score_gemma":0.003441332,"domain_scores_codex":[0.9949718,0.002169509,0.0009060249,0.0004660594,0.0004191427,0.001067487],"domain_scores_gemma":[0.9975318,0.000828735,0.0007401958,0.0004062695,0.0001682704,0.0003247343],"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":[0.0002105233,0.001385068,0.1611508,0.0005498632,5.353581e-7,6.14044e-7,0.06013264,0.0002051161,0.00004206121,0.00686333,0.0001039531,0.7693555],"study_design_scores_gemma":[0.001238017,0.001026193,0.8722116,0.02139222,0.000005421869,0.000009818868,0.02815583,0.001573937,0.000028959,0.07370812,0.0003716555,0.0002782227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8829554,0.01545702,0.01805348,0.04087075,0.00969562,0.004140809,0.000006967225,0.0003265364,0.02849337],"genre_scores_gemma":[0.9488369,0.0004105447,0.04884233,0.001712391,0.00007270621,0.00006467974,0.0000217306,0.00001869017,0.00002002399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7690772,"threshold_uncertainty_score":0.9989191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07001308984815138,"score_gpt":0.5261878061519336,"score_spread":0.4561747163037823,"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."}}