{"id":"W2783751189","doi":"10.1136/jech-2017-209921","title":"Addressing complexity in population health intervention research: the context/intervention interface","year":2018,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research; National Cancer Institute; Institut National Du Cancer; Ligue Contre le Cancer; Institut pour la Recherche en Santé Publique; Fondation ARC pour la Recherche sur le Cancer","keywords":"Intervention (counseling); Psychological intervention; Context (archaeology); Scope (computer science); Computer science; Medicine; Nursing; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[],"category_scores_codex":[0.1024631,0.001672238,0.004644224,0.009674007,0.005016916,0.0145798,0.003517236,0.007038716,0.004669781],"category_scores_gemma":[0.1886366,0.001480916,0.002598893,0.007645871,0.04695267,0.02344394,0.01311583,0.009586761,0.0002539023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01337888,"about_ca_system_score_gemma":0.0122406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004256397,"about_ca_topic_score_gemma":0.004474544,"domain_scores_codex":[0.8223603,0.1587027,0.003796961,0.006075894,0.007700816,0.001363339],"domain_scores_gemma":[0.5476369,0.4264979,0.01037604,0.008399641,0.004815685,0.002273897],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000150535,0.0001050818,0.0114203,0.005140445,0.0006420542,0.0003984158,0.01158766,0.009392948,0.000404904,0.9020684,0.001429526,0.05725988],"study_design_scores_gemma":[0.00003499227,0.0002032397,0.004736491,0.002170372,0.0002278342,0.0003650862,0.005143147,0.009725198,0.000201176,0.9684075,0.008697826,0.00008722122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05938886,0.05685194,0.7227809,0.1230858,0.001926747,0.001901701,0.0004236666,0.0002050377,0.03343521],"genre_scores_gemma":[0.7193174,0.01339047,0.2563131,0.00566348,0.00156881,0.002919929,0.000137525,0.00006204298,0.0006271867],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8975369,"threshold_uncertainty_score":0.5418832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8811801479796979,"score_gpt":0.6703542344909658,"score_spread":0.2108259134887321,"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."}}