{"id":"W4408349822","doi":"10.1016/j.gimo.2025.103422","title":"Utility of eConsult to enhance delivery of cancer genetic services and identify hereditary cancer knowledge gaps in primary care","year":2025,"lang":"en","type":"article","venue":"Genetics in Medicine Open","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; Mount Sinai Hospital; Bruyère; University of Ottawa; Centre Hospitalier Universitaire Sainte-Justine; Ottawa Hospital; Children's Hospital of Eastern Ontario","funders":"","keywords":"Cancer; Hereditary Cancer; Medicine; Business; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.01102403,0.0001789795,0.0003222699,0.001643723,0.0006446071,0.001073106,0.0006996258,0.0004500519,0.003987514],"category_scores_gemma":[0.0564146,0.000154219,0.0002604692,0.001829815,0.0004326631,0.0008722175,0.001746492,0.0003634722,0.0002088789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005791298,"about_ca_system_score_gemma":0.01527179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1387413,"about_ca_topic_score_gemma":0.1514215,"domain_scores_codex":[0.9928631,0.004270012,0.0004540147,0.0002768337,0.001504933,0.0006310488],"domain_scores_gemma":[0.9452885,0.03636029,0.007932273,0.00136642,0.006089258,0.002963248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008233028,0.0008203891,0.6532036,0.001283508,0.00008115738,0.0003382355,0.006272728,0.0006020485,0.0003058486,0.0002721087,0.004972807,0.3310242],"study_design_scores_gemma":[0.0002870213,0.001577615,0.9743726,0.001312933,0.0001291371,0.0004593294,0.007223519,0.005268739,0.0006685192,0.0002351782,0.008423308,0.00004214981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866104,0.001548331,0.0006886555,0.002837517,0.00002273794,0.0004562339,0.0009681841,0.0001016479,0.006766392],"genre_scores_gemma":[0.9961271,0.0003931377,0.002311879,0.000357672,0.00001533631,0.0001436386,0.0002116743,0.000005151641,0.0004345521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1387413,"threshold_uncertainty_score":0.2758674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144988309620766,"score_gpt":0.3627199963384896,"score_spread":0.341270113242282,"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."}}