{"id":"W2979140987","doi":"10.1352/1934-9556-57.5.439","title":"Data Linkage: Canadian and Australian Perspectives on a Valuable Methodology for Intellectual and Developmental Disability Research","year":2019,"lang":"en","type":"article","venue":"Intellectual and developmental disabilities","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Centre for Addiction and Mental Health; Ontario Tech University","funders":"","keywords":"Record linkage; Linkage (software); Intellectual disability; Equity (law); Mental health; Population; Psychology; Gerontology; Medicine; Environmental health; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.5733109,0.001784404,0.004972328,0.02281382,0.02485506,0.03812064,0.01357136,0.01831327,0.004907585],"category_scores_gemma":[0.5013348,0.002344672,0.00406721,0.0396907,0.06002118,0.02430266,0.02565777,0.02324519,0.0008800463],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09151863,"about_ca_system_score_gemma":0.3047543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8120545,"about_ca_topic_score_gemma":0.7742805,"domain_scores_codex":[0.4750055,0.3931521,0.03072913,0.01109235,0.08177616,0.008244809],"domain_scores_gemma":[0.3187467,0.453141,0.01169465,0.03503815,0.1648339,0.0165457],"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":[0.00009239111,0.00005758971,0.004009673,0.00286846,0.0003019472,0.0005767714,0.03441569,0.00136184,0.0001837108,0.5687494,0.2028676,0.1845149],"study_design_scores_gemma":[0.00006320862,0.00005845123,0.005492287,0.01187738,0.0002000749,0.0004318504,0.01813602,0.001925994,0.0001645676,0.2283238,0.7330512,0.0002751002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0007887686,0.03714722,0.04536204,0.8918486,0.004435081,0.0004778939,0.0006110216,0.0001788489,0.01915052],"genre_scores_gemma":[0.08188149,0.1253323,0.5113987,0.2490348,0.008486401,0.004526219,0.001676379,0.0007095995,0.01695423],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9084814,"threshold_uncertainty_score":0.6640173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3662793589322843,"score_gpt":0.4352848192063421,"score_spread":0.0690054602740578,"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."}}