{"id":"W2078237785","doi":"10.1007/s10198-012-0434-3","title":"Internal validation of models with several interventions","year":2012,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Internal validity; Computer science; Psychological intervention; External validity; Test (biology); Model validation; Psychology; Statistics; Data science; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09465154,0.002430981,0.002072551,0.002053028,0.001205622,0.004592732,0.004356705,0.00471449,0.006143828],"category_scores_gemma":[0.2148777,0.001297721,0.003884394,0.001285665,0.003820084,0.004135887,0.004026268,0.004302931,0.00175374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003326735,"about_ca_system_score_gemma":0.0035629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005922646,"about_ca_topic_score_gemma":0.003039717,"domain_scores_codex":[0.9636031,0.02579985,0.00170847,0.005964321,0.001732861,0.001191459],"domain_scores_gemma":[0.6387644,0.3040642,0.0113,0.03342849,0.01070906,0.001733803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006540607,0.001489266,0.06482034,0.0004803572,0.002990739,0.0002679208,0.0004366168,0.8749884,0.001734786,0.01158543,0.002609308,0.03205612],"study_design_scores_gemma":[0.001090162,0.0007983819,0.0116395,0.0001551134,0.0007152248,0.000081495,0.0001244827,0.9597013,0.003080061,0.02130915,0.001224912,0.00008026804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7788072,0.0009856907,0.2083381,0.001774043,0.0005017032,0.0005940481,0.002299889,0.001295646,0.00540384],"genre_scores_gemma":[0.9805612,0.00008309945,0.0157039,0.00023767,0.00006673454,0.000258009,0.00222325,0.0001233941,0.0007427009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09465154,"threshold_uncertainty_score":0.5005712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5072227402898614,"score_gpt":0.4293037881790392,"score_spread":0.07791895211082212,"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."}}