{"id":"W2899794928","doi":"10.1155/2018/9450754","title":"Metastatic Colorectal Cancer in the Era of Personalized Medicine: A More Tailored Approach to Systemic Therapy","year":2018,"lang":"en","type":"review","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Medicine; Irinotecan; Colorectal cancer; Oxaliplatin; Oncology; Bevacizumab; Internal medicine; Malignancy; Panitumumab; Clinical trial; Cancer; Cetuximab; Systemic therapy; Biomarker; Precision medicine; Epidermal growth factor receptor; Chemotherapy; Pathology; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007379045,0.0004535658,0.0009303843,0.001661712,0.0002662542,0.00114256,0.0005366809,0.0008915127,0.002969876],"category_scores_gemma":[0.001490028,0.0001221252,0.0005158795,0.001635844,0.0004377929,0.001164557,0.0005308097,0.001804266,0.0008800291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025523,"about_ca_system_score_gemma":0.001905366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002431889,"about_ca_topic_score_gemma":0.005758087,"domain_scores_codex":[0.9996965,0.00007246816,0.00004636418,0.00003666492,0.0001252266,0.00002282633],"domain_scores_gemma":[0.9993263,0.0003693063,0.00006743741,0.00001647715,0.0001787184,0.00004179357],"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":[0.00004184626,0.00005173522,0.0004214333,0.02320926,0.0001464447,0.0002105332,0.0001136714,0.000344971,0.0007305962,0.006663063,0.04625325,0.9218133],"study_design_scores_gemma":[0.00001030175,0.00005175377,0.001243114,0.008116537,0.0001211391,0.001312546,0.0001131082,0.0000854066,0.0001700278,0.002647238,0.9861124,0.00001629644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001092907,0.9971294,0.0001278745,0.001407212,0.0002256852,0.000003877518,0.00001766717,0.00000582567,0.0009731529],"genre_scores_gemma":[0.0008258956,0.9978835,0.0002538083,0.0004896899,0.0002339784,0.000004105873,0.00002071215,0.000001208209,0.0002870038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002969876,"threshold_uncertainty_score":0.00993526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0513044477009185,"score_gpt":0.3386423513986529,"score_spread":0.2873379036977344,"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."}}