{"id":"W4417315596","doi":"10.1002/9781118445112.stat08659","title":"Marginal and Conditional Summary Measures: Transportability and Compatibility Across Studies","year":2025,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Pooling; Covariate; Measure (data warehouse); Compatibility (geochemistry); Context (archaeology); Conditional probability","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3456253,0.001398696,0.003784158,0.01271421,0.0009571096,0.01085283,0.004335712,0.00325603,0.01310063],"category_scores_gemma":[0.7375742,0.001225795,0.007515079,0.01665508,0.005711599,0.007706823,0.006839867,0.004201045,0.001096355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003652145,"about_ca_system_score_gemma":0.003442858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296479,"about_ca_topic_score_gemma":0.0009262136,"domain_scores_codex":[0.4521144,0.4252344,0.08202163,0.01593965,0.0234015,0.001288385],"domain_scores_gemma":[0.1903614,0.6770303,0.04970605,0.06421612,0.01802069,0.0006655489],"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":[0.002314634,0.0001104624,0.02301782,0.04121526,0.02495167,0.0004440792,0.003688671,0.01108572,0.0007924121,0.4856443,0.03003303,0.376702],"study_design_scores_gemma":[0.001162246,0.001100374,0.02151037,0.02674184,0.01523913,0.0008473403,0.001144478,0.01926276,0.002874114,0.8513503,0.0583871,0.0003799847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01728532,0.02344895,0.9125134,0.009663832,0.002105741,0.004977742,0.01883236,0.000966779,0.01020596],"genre_scores_gemma":[0.4160531,0.005255364,0.5391724,0.004194363,0.001463457,0.0222302,0.009368092,0.0005060552,0.001756961],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6543747,"threshold_uncertainty_score":0.8069605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08554272491727886,"score_gpt":0.3933644770130694,"score_spread":0.3078217520957905,"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."}}