{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02039993,0.0001448505,0.0004856321,0.001692271,0.003382217,0.0001553015,0.0003861396,0.0002279601,0.001262069],"category_scores_gemma":[0.001078311,0.0001451129,0.0001453243,0.0009845725,0.00007960731,0.001596935,0.00001758212,0.00199164,0.0001606325],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004265807,"about_ca_system_score_gemma":0.01863017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1043924,"about_ca_topic_score_gemma":0.2443631,"domain_scores_codex":[0.9915873,0.003727421,0.001915595,0.0002263734,0.0006606549,0.001882593],"domain_scores_gemma":[0.9924775,0.0002482401,0.001212702,0.00033424,0.001268086,0.004459205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002013486,0.0001355202,0.0654639,0.0004891111,0.00003134143,0.00001667119,0.06799663,0.000007184659,3.87463e-7,0.1188892,0.4357392,0.3112108],"study_design_scores_gemma":[0.0008890236,0.001261815,0.3710042,0.001453046,0.000002848775,0.00002043636,0.03107972,0.00006466286,1.316894e-7,0.01941339,0.5746813,0.0001293825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1528448,0.01113771,0.0005674852,0.8280322,0.004819219,0.001185035,0.00006306745,0.00003655469,0.001313894],"genre_scores_gemma":[0.9515582,0.001516078,0.0005136813,0.04471831,0.0008599283,0.00000631915,0.00007196588,0.00001848972,0.0007369649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7987134,"threshold_uncertainty_score":0.9996509,"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."}}