{"id":"W2026889359","doi":"10.2147/cbf.s39103","title":"Predicting efficacy of sunitinib in metastatic renal cell carcinoma","year":2014,"lang":"en","type":"article","venue":"Current Biomarker Findings","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"Pfizer","keywords":"Sunitinib; Renal cell carcinoma; Medicine; Oncology; Internal medicine; Cancer research","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":[0.001307514,0.0002604195,0.0007532982,0.0007607631,0.0001806071,0.0006124063,0.0002255972,0.0003715357,0.001317903],"category_scores_gemma":[0.002402351,0.00008187613,0.0003415862,0.000547717,0.0001294491,0.0003491537,0.0001824658,0.000325393,0.0003434092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004670532,"about_ca_system_score_gemma":0.0003897409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008702443,"about_ca_topic_score_gemma":0.0009591312,"domain_scores_codex":[0.9995315,0.0001220139,0.00007055575,0.00007696661,0.0001668301,0.00003221052],"domain_scores_gemma":[0.9988194,0.0004797145,0.0002735837,0.00003298465,0.0002388416,0.0001554357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002176643,0.0001843406,0.9428147,0.0001902428,0.000268995,0.0001874878,0.00003757051,0.003018886,0.003854005,0.00008996897,0.0009417254,0.04623554],"study_design_scores_gemma":[0.0001431525,0.002785615,0.9396061,0.0000881149,0.0006453554,0.002142593,0.0001577153,0.02919391,0.02034644,0.0006778622,0.004173893,0.00003923358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891257,0.006254916,0.00148904,0.0003299674,0.00006494798,0.00005494245,0.0007553846,0.00008019477,0.001844852],"genre_scores_gemma":[0.9982791,0.0004314599,0.0006964781,0.0000317807,0.0000249911,0.00001001726,0.0003234837,0.000002646668,0.0002000588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001317903,"threshold_uncertainty_score":0.006914914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05056953875250192,"score_gpt":0.2997991369925123,"score_spread":0.2492295982400103,"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."}}