{"id":"W2216967333","doi":"10.1002/pds.3924","title":"Conditions for confounding of interactions","year":2015,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; The Quebec Population Health Research Network; Université de Montréal; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Confounding; Pharmacoepidemiology; Pharmacology; Internal medicine; Medical prescription","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00183363,0.00009825715,0.0003203751,0.00006204993,0.0000803209,0.000001874879,0.00007442825,0.00004372156,0.00005478793],"category_scores_gemma":[0.004346306,0.00008768519,0.00005259867,0.00005196374,0.0001840129,0.0001452096,0.00004150824,0.0001421852,0.000002819251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003394944,"about_ca_system_score_gemma":0.00003361311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001669402,"about_ca_topic_score_gemma":0.00001171022,"domain_scores_codex":[0.9990032,0.0002470529,0.000406484,0.0001441153,0.00003605198,0.0001631245],"domain_scores_gemma":[0.9918578,0.007579095,0.0002104515,0.0001110387,0.0001442703,0.00009733927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001419816,0.00005804067,0.002163532,0.00006789469,0.00006116744,6.612993e-7,0.0005005257,0.00002197992,0.003666364,0.9436489,0.04840564,0.001263348],"study_design_scores_gemma":[0.0006319995,0.00004073865,0.0001241294,0.00003370497,0.00007034331,0.00001876953,0.0003526671,0.001522316,0.006620852,0.9608363,0.02963356,0.0001146159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05381669,0.0002762273,0.9292993,0.004071585,0.0006035102,0.0007672703,0.0002195574,0.0003107379,0.01063515],"genre_scores_gemma":[0.9334182,0.00009347945,0.0654462,0.0004657513,0.00008395528,0.0001016092,0.00003109714,0.00001193412,0.0003477465],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8796015,"threshold_uncertainty_score":0.5203248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.355475547231519,"score_gpt":0.5507731981639249,"score_spread":0.1952976509324059,"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."}}