{"id":"W2809506815","doi":"10.1155/2018/4326082","title":"Integrating Systemic Therapies into the Multimodality Treatment of Resectable Colorectal Liver Metastases","year":2018,"lang":"en","type":"review","venue":"Gastroenterology Research and Practice","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Systemic therapy; Disease; Colorectal cancer; Modalities; Oncology; Internal medicine; Presentation (obstetrics); Surgery; 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":[0.000487815,0.0005116547,0.000925682,0.001698537,0.0002282983,0.000789225,0.0005555776,0.0007116572,0.00300474],"category_scores_gemma":[0.001217106,0.0001418274,0.0006477652,0.001226392,0.0002965347,0.0009366844,0.0005015308,0.00118151,0.000830705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004159188,"about_ca_system_score_gemma":0.0009682753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009221872,"about_ca_topic_score_gemma":0.00207647,"domain_scores_codex":[0.9997789,0.00005242262,0.00005402286,0.00003335914,0.00006630342,0.00001504792],"domain_scores_gemma":[0.9995959,0.0002510181,0.00005286724,0.000009671441,0.00007192708,0.0000185447],"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":[0.00005179072,0.00005978446,0.0003217479,0.03299236,0.0001599422,0.0001737793,0.00008752275,0.0002648517,0.00063975,0.00195395,0.01768199,0.9456124],"study_design_scores_gemma":[0.00002452636,0.0001685355,0.002154334,0.02219008,0.0004116234,0.002082577,0.0001135834,0.0001400514,0.0004326026,0.001916193,0.9703438,0.00002206708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001557061,0.9984977,0.00008789041,0.0003496581,0.0001212452,0.000005319236,0.00001895942,0.000004477043,0.0007590256],"genre_scores_gemma":[0.0007537939,0.9986363,0.0001538638,0.0001532068,0.0001044741,0.000005762658,0.00002282821,0.000001016454,0.0001688698],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00300474,"threshold_uncertainty_score":0.01005185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2694582848486887,"score_gpt":0.4345531078044845,"score_spread":0.1650948229557958,"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."}}