{"id":"W3087058492","doi":"10.1097/ppo.0000000000000468","title":"Prognostic and Predictive Factors in Metastatic Renal Cell Carcinoma","year":2020,"lang":"en","type":"review","venue":"The Cancer Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation","funders":"","keywords":"Renal cell carcinoma; Medicine; Clinical trial; Oncology; Internal medicine; Disease","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":[0.001043054,0.0007341921,0.001559673,0.002064751,0.0001599772,0.0008184115,0.000773678,0.0005714812,0.001548776],"category_scores_gemma":[0.001901767,0.0002189858,0.0008336254,0.001903297,0.0002982401,0.0006765875,0.000436244,0.001225899,0.0006678206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005539303,"about_ca_system_score_gemma":0.0009796069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00161404,"about_ca_topic_score_gemma":0.00250188,"domain_scores_codex":[0.9997401,0.00007074602,0.00004982714,0.00003896313,0.00008178165,0.00001869516],"domain_scores_gemma":[0.9994573,0.000317745,0.00008210074,0.00001048627,0.0001110102,0.00002130968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009026303,0.0000325422,0.001209256,0.01439464,0.0003428177,0.0000991265,0.00003300704,0.0004084084,0.0002783205,0.001502644,0.01472007,0.966889],"study_design_scores_gemma":[0.00006417424,0.0002702844,0.0119363,0.02934672,0.002166001,0.002892346,0.0001377655,0.0008445844,0.0008192346,0.004829421,0.9466105,0.00008270012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001233411,0.9992689,0.00007767372,0.0001951667,0.00007003196,0.00000267767,0.00002375555,0.000003151584,0.000235267],"genre_scores_gemma":[0.001401802,0.998078,0.0001573285,0.00009229355,0.0001002219,0.000004753092,0.00005186613,8.946531e-7,0.0001128836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002064751,"threshold_uncertainty_score":0.005516231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07431645940845767,"score_gpt":0.3297960317168542,"score_spread":0.2554795723083966,"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."}}