{"id":"W2617205930","doi":"","title":"Translating Research The Costs and Effects of Addressing the Needs of Vulnerable Populations: Results of 10 Years of Research","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Endowment; Psychology; Inequality; Social psychology; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1800508,0.00182127,0.003410467,0.004435906,0.001809501,0.01100238,0.00256383,0.003796686,0.005075475],"category_scores_gemma":[0.2420799,0.001363416,0.005161374,0.006394492,0.004225024,0.009031454,0.005241666,0.003334573,0.0008307778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01648761,"about_ca_system_score_gemma":0.04749868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01950585,"about_ca_topic_score_gemma":0.02950003,"domain_scores_codex":[0.8863654,0.07366328,0.01371782,0.003669842,0.01811703,0.004466698],"domain_scores_gemma":[0.6234732,0.299788,0.01739359,0.009341035,0.04594731,0.004056826],"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":[0.006076238,0.00367223,0.06121086,0.1011634,0.007615835,0.0005809117,0.01681768,0.00213194,0.001987141,0.01438147,0.01226402,0.7720984],"study_design_scores_gemma":[0.003089703,0.01647337,0.3507439,0.3284843,0.02968075,0.001228862,0.080128,0.002472238,0.006926485,0.02210524,0.1579609,0.0007063957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1926054,0.7126868,0.004056076,0.05417151,0.003219851,0.005164451,0.003296392,0.0001138696,0.02468546],"genre_scores_gemma":[0.4830219,0.4656876,0.02807138,0.01327721,0.00133013,0.004079992,0.001781619,0.0001214564,0.002628855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1800508,"threshold_uncertainty_score":0.9522108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2537774261401061,"score_gpt":0.4968778869858086,"score_spread":0.2431004608457025,"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."}}