{"id":"W1998691610","doi":"10.1158/1538-7445.am2013-lb-173","title":"Abstract LB-173: Genome analysis informs chemotherapy decision-making in patients with advanced malignancies.","year":2013,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Cancer; Amplicon; Colorectal cancer; Oncology; Chemotherapy; Internal medicine; Biology; Medicine; Bioinformatics; Gene; Genetics; Polymerase chain reaction","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":[0.0008641219,0.0002625037,0.0003562156,0.001311252,0.0003187788,0.0009522956,0.0004083087,0.0006033185,0.00706955],"category_scores_gemma":[0.005012757,0.0001102515,0.0003236225,0.001545263,0.000144132,0.0003760874,0.0005508843,0.000470468,0.00157183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005886169,"about_ca_system_score_gemma":0.000578584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003643112,"about_ca_topic_score_gemma":0.006925229,"domain_scores_codex":[0.9996362,0.0001551419,0.00003175666,0.00007420648,0.0000634185,0.00003941783],"domain_scores_gemma":[0.9978003,0.00108525,0.0005626498,0.00009445054,0.0002393237,0.0002179878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002305075,0.0001663914,0.868017,0.0002651715,0.0002205724,0.0003399827,0.00009967419,0.0008993068,0.002225179,0.0002806772,0.03019333,0.09498767],"study_design_scores_gemma":[0.0001706513,0.000495339,0.9718611,0.0001072335,0.000315792,0.0007419582,0.0002689589,0.006214597,0.001960733,0.001055289,0.01677298,0.00003535551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026184,0.005058208,0.003786716,0.006358315,0.0001626156,0.0002134663,0.06957898,0.0007605325,0.0114628],"genre_scores_gemma":[0.9655597,0.0007999092,0.006593153,0.0009564136,0.0001935656,0.0001697175,0.02366791,0.00007356708,0.001985962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00706955,"threshold_uncertainty_score":0.02365005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143698505295678,"score_gpt":0.3187261598805276,"score_spread":0.3072891748275708,"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."}}