{"id":"W1599934747","doi":"10.1007/bf03405503","title":"What Is Population Health Intervention Research?","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":320,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Calgary","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale; LOEWE Zentrum AdRIA; Canadian Health Services Research Foundation","keywords":"Psychological intervention; Variety (cybernetics); Intervention (counseling); Population health; Population; Public relations; Work (physics); Health education; Economic growth; Public economics; Political science; Psychology; Sociology; Environmental health; Health care; Medicine; Nursing; Economics; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.289895,0.002367128,0.01356398,0.02040795,0.005851347,0.0204499,0.007199379,0.01823225,0.01175618],"category_scores_gemma":[0.4956994,0.002532632,0.005929695,0.02161653,0.03208613,0.02919875,0.00819598,0.01556639,0.002669838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02593824,"about_ca_system_score_gemma":0.05607811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0175521,"about_ca_topic_score_gemma":0.01184548,"domain_scores_codex":[0.7223315,0.2169007,0.01912861,0.01107499,0.02660882,0.00395528],"domain_scores_gemma":[0.3704919,0.5499012,0.01303473,0.02260666,0.03461035,0.009355195],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006971112,0.001125938,0.007649905,0.1427137,0.003404049,0.0003469662,0.006861844,0.001109901,0.0002279941,0.1343465,0.1420064,0.5595096],"study_design_scores_gemma":[0.0008140809,0.0006259067,0.006447678,0.2950566,0.002261106,0.0004434392,0.009689753,0.0008306943,0.0002744936,0.2839718,0.3993202,0.0002643369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0008291812,0.6159089,0.004961905,0.355757,0.01661966,0.0005881637,0.0004196419,0.0001454998,0.00477008],"genre_scores_gemma":[0.0416693,0.6797337,0.03629367,0.2037119,0.03214896,0.00479575,0.0004866837,0.0001839565,0.0009760701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.710105,"threshold_uncertainty_score":0.8756859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5002835463184832,"score_gpt":0.5660646469467264,"score_spread":0.06578110062824327,"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."}}