{"id":"W4293194181","doi":"10.2139/ssrn.4031590","title":"Cost-Effectiveness of the McGill Interactive Pediatric Oncogenetic Guidelines in Identifying Li-Fraumeni Syndrome in Patients With Osteosarcoma","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; McGill University; McGill University Health Centre; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Li–Fraumeni syndrome; Osteosarcoma; Medicine; Computer science; Cancer research; Genetics","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":[0.001996288,0.0004045314,0.0006982969,0.0009231687,0.0004335666,0.001132325,0.0007957091,0.001223449,0.005816683],"category_scores_gemma":[0.0181032,0.0002453344,0.001587329,0.0009434012,0.0002824797,0.0009353444,0.001153434,0.001202691,0.000313941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004001253,"about_ca_system_score_gemma":0.004390585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03259378,"about_ca_topic_score_gemma":0.05383578,"domain_scores_codex":[0.9968151,0.001764792,0.0002409799,0.0003067532,0.0005602308,0.0003120936],"domain_scores_gemma":[0.9923005,0.003945563,0.001598182,0.0001836538,0.0005640345,0.001407985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01630352,0.002869529,0.4918776,0.0006939539,0.001762507,0.0009450724,0.0002702028,0.01653401,0.0003354078,0.001655504,0.02194996,0.4448027],"study_design_scores_gemma":[0.008039756,0.01292343,0.8916692,0.001861292,0.006199337,0.002236645,0.001362835,0.05610343,0.0007845734,0.00302715,0.01557743,0.0002149063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502285,0.01224779,0.001096123,0.01504184,0.0004097322,0.0005340797,0.003349624,0.0001214742,0.0169709],"genre_scores_gemma":[0.9936267,0.001610159,0.001860835,0.001176201,0.0001528032,0.0001363237,0.0007130115,0.00001054372,0.0007134536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03259378,"threshold_uncertainty_score":0.06480813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849752463811636,"score_gpt":0.2891456519025409,"score_spread":0.2706481272644245,"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."}}