{"id":"W2956294330","doi":"10.3389/fonc.2019.00698","title":"Precision Medicine Tools to Guide Therapy and Monitor Response to Treatment in a HER-2+ Gastric Cancer Patient: Case Report","year":2019,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Precision medicine; Trastuzumab; Cancer; Oncology; Internal medicine; Personalized medicine; Disease; Clinical trial; Circulating tumor DNA; Companion diagnostic; Targeted therapy; Bioinformatics; Pathology; Breast cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0002688017,0.00112942,0.0008082961,0.001596291,0.001075205,0.001497658,0.0007058592,0.004203433,0.001668749],"category_scores_gemma":[0.001650071,0.0005904951,0.0008940022,0.0007707778,0.001010217,0.00120511,0.001066503,0.003198905,0.00086367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056752,"about_ca_system_score_gemma":0.0004569028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001685144,"about_ca_topic_score_gemma":0.002051258,"domain_scores_codex":[0.9996597,0.00005095886,0.00003597391,0.00009780681,0.00007196782,0.00008363674],"domain_scores_gemma":[0.9993147,0.0002155746,0.0001426072,0.0000556284,0.00005047505,0.00022098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004947175,0.00006328982,0.0067382,0.00005467679,0.00001177996,0.9847984,0.0002406988,0.0002040516,0.001647921,0.000370442,0.001062123,0.004758963],"study_design_scores_gemma":[0.000004724732,0.00008689237,0.002413919,0.0000236126,0.00001550472,0.9929595,0.000129572,0.0006473594,0.001420067,0.0002342463,0.002051286,0.000013322],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9295766,0.01374293,0.01711176,0.01613026,0.0006204417,0.0004298289,0.0008233387,0.0005062642,0.02105855],"genre_scores_gemma":[0.9783881,0.004531671,0.008536993,0.00323511,0.0008880671,0.00004893132,0.0002400724,0.00008654242,0.004044474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004203433,"threshold_uncertainty_score":0.007667243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541736058434982,"score_gpt":0.3185504502272953,"score_spread":0.3031330896429454,"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."}}