{"id":"W3080467329","doi":"10.1158/1538-7445.am2020-6494","title":"Abstract 6494: Personalize My Treatment (PMT): A pan-Canadian initiative integrating precision oncology across Canada - PMT-001 pilot project","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Precision medicine; Oncology; Breast cancer; Clinical trial; Internal medicine; Cancer; Lung cancer; Family medicine; Medical physics; Pathology","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":[0.00993337,0.0008309077,0.0005288722,0.001277653,0.004892853,0.002930516,0.001610819,0.001178829,0.006208694],"category_scores_gemma":[0.005756269,0.0004109216,0.0007774924,0.002073721,0.001800789,0.0005842093,0.003288916,0.001888296,0.001432787],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04865681,"about_ca_system_score_gemma":0.2079575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9574623,"about_ca_topic_score_gemma":0.970721,"domain_scores_codex":[0.9936323,0.000995803,0.0001122977,0.0005187065,0.002764872,0.001976099],"domain_scores_gemma":[0.9786696,0.0008799012,0.0005817453,0.0007685185,0.01047583,0.008624456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005335056,0.003179588,0.1720505,0.0008353354,0.000438053,0.0008174297,0.002977444,0.006153242,0.02983966,0.008057616,0.535095,0.2352211],"study_design_scores_gemma":[0.001580857,0.003246053,0.506143,0.0003486186,0.0003193159,0.000567722,0.004883938,0.006185604,0.01430218,0.001041831,0.4612056,0.0001754022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5424119,0.009680429,0.02553884,0.08189635,0.001687981,0.01378108,0.1817245,0.005006981,0.1382719],"genre_scores_gemma":[0.7390908,0.005571593,0.07195181,0.02125869,0.000445642,0.00333025,0.09647094,0.0009542527,0.060926],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9513432,"threshold_uncertainty_score":0.3530315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1495528860484585,"score_gpt":0.4289211659344427,"score_spread":0.2793682798859842,"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."}}