{"id":"W1984304455","doi":"10.1007/s00038-012-0357-x","title":"Context by treatment interactions as the primary object of study in cluster randomized controlled trials of population health interventions","year":2012,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Randomized controlled trial; Context (archaeology); Psychological intervention; Intervention (counseling); Population; Cluster randomised controlled trial; Randomization; Population health; Public health; Medicine; Psychology; Nursing; Environmental health; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03525256,0.0001802114,0.003021471,0.0006761799,0.00004899033,0.00003616908,0.00033674,0.00004350743,0.0001495661],"category_scores_gemma":[0.01410811,0.0001017748,0.0009737589,0.0001681835,0.00007525158,0.0006095034,0.00004985951,0.0002640893,9.89344e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288469,"about_ca_system_score_gemma":0.0005996073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678958,"about_ca_topic_score_gemma":0.0006454901,"domain_scores_codex":[0.9850323,0.007307059,0.006399085,0.0001209349,0.0008453049,0.0002953483],"domain_scores_gemma":[0.9812431,0.00944754,0.008179443,0.0002024876,0.0007721045,0.0001553028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1250687,0.06263399,0.06571257,0.000849644,0.01961419,0.00001207744,0.08648991,0.0001144484,0.0005790487,0.2691786,0.0198967,0.3498501],"study_design_scores_gemma":[0.8113196,0.008824791,0.01912471,0.004460295,0.0008006201,0.0003305709,0.02675985,0.0004232348,0.0004922923,0.121998,0.004836239,0.0006297391],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8170131,0.004327894,0.1230336,0.04421715,0.001888161,0.008773752,0.0001292886,0.00004888127,0.000568211],"genre_scores_gemma":[0.9957402,0.0004650795,0.002784061,0.0005479133,0.0001476109,0.0001489906,0.00002638019,0.00001613902,0.0001236161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6862509,"threshold_uncertainty_score":0.9941965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3241847806305668,"score_gpt":0.5514621425283893,"score_spread":0.2272773618978225,"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."}}